Dataset statistics
| Number of variables | 47 |
|---|---|
| Number of observations | 39786 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.7 MiB |
| Average record size in memory | 362.3 B |
Variable types
| Numeric | 25 |
|---|---|
| Categorical | 20 |
| Boolean | 2 |
pymnt_plan has constant value "False" | Constant |
initial_list_status has constant value "False" | Constant |
collections_12_mths_ex_med has constant value "0.0" | Constant |
application_type has constant value "INDIVIDUAL" | Constant |
chargeoff_within_12_mths has constant value "0.0" | Constant |
delinq_amnt has constant value "0" | Constant |
tax_liens has constant value "0.0" | Constant |
issue_d has a high cardinality: 55 distinct values | High cardinality |
zip_code has a high cardinality: 823 distinct values | High cardinality |
earliest_cr_line has a high cardinality: 526 distinct values | High cardinality |
last_pymnt_d has a high cardinality: 109 distinct values | High cardinality |
last_credit_pull_d has a high cardinality: 114 distinct values | High cardinality |
id is highly correlated with member_id | High correlation |
member_id is highly correlated with id | High correlation |
loan_amnt is highly correlated with funded_amnt and 6 other fields | High correlation |
funded_amnt is highly correlated with loan_amnt and 6 other fields | High correlation |
funded_amnt_inv is highly correlated with loan_amnt and 6 other fields | High correlation |
int_rate is highly correlated with total_rec_int | High correlation |
installment is highly correlated with loan_amnt and 6 other fields | High correlation |
open_acc is highly correlated with total_acc | High correlation |
pub_rec is highly correlated with pub_rec_bankruptcies | High correlation |
total_acc is highly correlated with open_acc | High correlation |
out_prncp is highly correlated with out_prncp_inv | High correlation |
out_prncp_inv is highly correlated with out_prncp | High correlation |
total_pymnt is highly correlated with loan_amnt and 6 other fields | High correlation |
total_pymnt_inv is highly correlated with loan_amnt and 6 other fields | High correlation |
total_rec_prncp is highly correlated with loan_amnt and 7 other fields | High correlation |
total_rec_int is highly correlated with loan_amnt and 7 other fields | High correlation |
recoveries is highly correlated with collection_recovery_fee | High correlation |
collection_recovery_fee is highly correlated with recoveries | High correlation |
last_pymnt_amnt is highly correlated with total_rec_prncp | High correlation |
pub_rec_bankruptcies is highly correlated with pub_rec | High correlation |
id is highly correlated with member_id | High correlation |
member_id is highly correlated with id | High correlation |
loan_amnt is highly correlated with funded_amnt and 6 other fields | High correlation |
funded_amnt is highly correlated with loan_amnt and 6 other fields | High correlation |
funded_amnt_inv is highly correlated with loan_amnt and 6 other fields | High correlation |
int_rate is highly correlated with total_rec_int | High correlation |
installment is highly correlated with loan_amnt and 6 other fields | High correlation |
open_acc is highly correlated with total_acc | High correlation |
pub_rec is highly correlated with pub_rec_bankruptcies | High correlation |
total_acc is highly correlated with open_acc | High correlation |
out_prncp is highly correlated with out_prncp_inv | High correlation |
out_prncp_inv is highly correlated with out_prncp | High correlation |
total_pymnt is highly correlated with loan_amnt and 6 other fields | High correlation |
total_pymnt_inv is highly correlated with loan_amnt and 6 other fields | High correlation |
total_rec_prncp is highly correlated with loan_amnt and 7 other fields | High correlation |
total_rec_int is highly correlated with loan_amnt and 7 other fields | High correlation |
recoveries is highly correlated with collection_recovery_fee | High correlation |
collection_recovery_fee is highly correlated with recoveries | High correlation |
last_pymnt_amnt is highly correlated with total_rec_prncp | High correlation |
pub_rec_bankruptcies is highly correlated with pub_rec | High correlation |
id is highly correlated with member_id | High correlation |
member_id is highly correlated with id | High correlation |
loan_amnt is highly correlated with funded_amnt and 6 other fields | High correlation |
funded_amnt is highly correlated with loan_amnt and 6 other fields | High correlation |
funded_amnt_inv is highly correlated with loan_amnt and 6 other fields | High correlation |
installment is highly correlated with loan_amnt and 6 other fields | High correlation |
open_acc is highly correlated with total_acc | High correlation |
pub_rec is highly correlated with pub_rec_bankruptcies | High correlation |
total_acc is highly correlated with open_acc | High correlation |
out_prncp is highly correlated with out_prncp_inv | High correlation |
out_prncp_inv is highly correlated with out_prncp | High correlation |
total_pymnt is highly correlated with loan_amnt and 6 other fields | High correlation |
total_pymnt_inv is highly correlated with loan_amnt and 6 other fields | High correlation |
total_rec_prncp is highly correlated with loan_amnt and 6 other fields | High correlation |
total_rec_int is highly correlated with loan_amnt and 6 other fields | High correlation |
recoveries is highly correlated with collection_recovery_fee | High correlation |
collection_recovery_fee is highly correlated with recoveries | High correlation |
pub_rec_bankruptcies is highly correlated with pub_rec | High correlation |
int_rate is highly correlated with sub_grade and 3 other fields | High correlation |
open_acc is highly correlated with total_acc | High correlation |
sub_grade is highly correlated with int_rate and 3 other fields | High correlation |
collection_recovery_fee is highly correlated with recoveries | High correlation |
installment is highly correlated with funded_amnt_inv and 6 other fields | High correlation |
funded_amnt_inv is highly correlated with installment and 7 other fields | High correlation |
member_id is highly correlated with issue_d and 2 other fields | High correlation |
total_rec_int is highly correlated with int_rate and 9 other fields | High correlation |
total_rec_prncp is highly correlated with installment and 7 other fields | High correlation |
grade is highly correlated with int_rate and 1 other fields | High correlation |
loan_status is highly correlated with out_prncp_inv and 1 other fields | High correlation |
total_acc is highly correlated with open_acc | High correlation |
issue_d is highly correlated with member_id and 3 other fields | High correlation |
pub_rec_bankruptcies is highly correlated with member_id and 3 other fields | High correlation |
last_pymnt_amnt is highly correlated with funded_amnt_inv and 5 other fields | High correlation |
out_prncp_inv is highly correlated with loan_status and 1 other fields | High correlation |
id is highly correlated with member_id and 2 other fields | High correlation |
out_prncp is highly correlated with loan_status and 1 other fields | High correlation |
recoveries is highly correlated with collection_recovery_fee | High correlation |
verification_status is highly correlated with issue_d | High correlation |
total_pymnt is highly correlated with installment and 7 other fields | High correlation |
loan_amnt is highly correlated with installment and 7 other fields | High correlation |
funded_amnt is highly correlated with installment and 7 other fields | High correlation |
term is highly correlated with int_rate and 2 other fields | High correlation |
total_pymnt_inv is highly correlated with installment and 7 other fields | High correlation |
pub_rec is highly correlated with pub_rec_bankruptcies | High correlation |
issue_d is highly correlated with pub_rec_bankruptcies and 7 other fields | High correlation |
emp_length is highly correlated with pymnt_plan and 6 other fields | High correlation |
pub_rec_bankruptcies is highly correlated with issue_d and 8 other fields | High correlation |
pymnt_plan is highly correlated with issue_d and 16 other fields | High correlation |
delinq_amnt is highly correlated with issue_d and 16 other fields | High correlation |
term is highly correlated with pymnt_plan and 6 other fields | High correlation |
application_type is highly correlated with issue_d and 16 other fields | High correlation |
tax_liens is highly correlated with issue_d and 16 other fields | High correlation |
sub_grade is highly correlated with pymnt_plan and 7 other fields | High correlation |
addr_state is highly correlated with pymnt_plan and 6 other fields | High correlation |
pub_rec is highly correlated with pub_rec_bankruptcies and 7 other fields | High correlation |
initial_list_status is highly correlated with issue_d and 16 other fields | High correlation |
grade is highly correlated with pymnt_plan and 7 other fields | High correlation |
verification_status is highly correlated with pymnt_plan and 6 other fields | High correlation |
home_ownership is highly correlated with pymnt_plan and 6 other fields | High correlation |
loan_status is highly correlated with pymnt_plan and 6 other fields | High correlation |
chargeoff_within_12_mths is highly correlated with issue_d and 16 other fields | High correlation |
collections_12_mths_ex_med is highly correlated with issue_d and 16 other fields | High correlation |
annual_inc is highly skewed (γ1 = 30.94133112) | Skewed |
out_prncp is highly skewed (γ1 = 87.30770026) | Skewed |
out_prncp_inv is highly skewed (γ1 = 87.43436316) | Skewed |
collection_recovery_fee is highly skewed (γ1 = 24.82250475) | Skewed |
id has unique values | Unique |
member_id has unique values | Unique |
delinq_2yrs has 35466 (89.1%) zeros | Zeros |
inq_last_6mths has 19337 (48.6%) zeros | Zeros |
revol_bal has 996 (2.5%) zeros | Zeros |
revol_util has 980 (2.5%) zeros | Zeros |
out_prncp has 39770 (> 99.9%) zeros | Zeros |
out_prncp_inv has 39770 (> 99.9%) zeros | Zeros |
total_rec_late_fee has 37708 (94.8%) zeros | Zeros |
recoveries has 34186 (85.9%) zeros | Zeros |
collection_recovery_fee has 35958 (90.4%) zeros | Zeros |
Reproduction
| Analysis started | 2021-07-27 11:41:34.599703 |
|---|---|
| Analysis finished | 2021-07-27 11:43:03.696535 |
| Duration | 1 minute and 29.1 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 39786 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 683393.9487 |
| Minimum | 54734 |
|---|---|
| Maximum | 1077501 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 54734 |
|---|---|
| 5-th percentile | 372506.25 |
| Q1 | 516351.75 |
| median | 666229.5 |
| Q3 | 837871 |
| 95-th percentile | 1039974.75 |
| Maximum | 1077501 |
| Range | 1022767 |
| Interquartile range (IQR) | 321519.25 |
Descriptive statistics
| Standard deviation | 210676.9987 |
|---|---|
| Coefficient of variation (CV) | 0.3082804569 |
| Kurtosis | -0.7299773136 |
| Mean | 683393.9487 |
| Median Absolute Deviation (MAD) | 159954 |
| Skewness | 0.07721181992 |
| Sum | 2.718951164 × 1010 |
| Variance | 4.43847978 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 464899 | 1 | < 0.1% |
| 864979 | 1 | < 0.1% |
| 785098 | 1 | < 0.1% |
| 979659 | 1 | < 0.1% |
| 967373 | 1 | < 0.1% |
| 842446 | 1 | < 0.1% |
| 643791 | 1 | < 0.1% |
| 600784 | 1 | < 0.1% |
| 516313 | 1 | < 0.1% |
| 575175 | 1 | < 0.1% |
| Other values (39776) | 39776 |
| Value | Count | Frequency (%) |
| 54734 | 1 | |
| 55742 | 1 | |
| 57245 | 1 | |
| 57416 | 1 | |
| 58915 | 1 | |
| 59006 | 1 | |
| 61390 | 1 | |
| 61419 | 1 | |
| 62102 | 1 | |
| 65426 | 1 |
| Value | Count | Frequency (%) |
| 1077501 | 1 | |
| 1077430 | 1 | |
| 1077175 | 1 | |
| 1076863 | 1 | |
| 1075358 | 1 | |
| 1075269 | 1 | |
| 1072053 | 1 | |
| 1071795 | 1 | |
| 1071570 | 1 | |
| 1070078 | 1 |
member_id
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 39786 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 850793.6757 |
| Minimum | 70699 |
|---|---|
| Maximum | 1314167 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 70699 |
|---|---|
| 5-th percentile | 388342.75 |
| Q1 | 667054.75 |
| median | 851544 |
| Q3 | 1047527.75 |
| 95-th percentile | 1269507.5 |
| Maximum | 1314167 |
| Range | 1243468 |
| Interquartile range (IQR) | 380473 |
Descriptive statistics
| Standard deviation | 265636.9839 |
|---|---|
| Coefficient of variation (CV) | 0.3122225652 |
| Kurtosis | -0.5619363928 |
| Mean | 850793.6757 |
| Median Absolute Deviation (MAD) | 190275.5 |
| Skewness | -0.2139978599 |
| Sum | 3.384967718 × 1010 |
| Variance | 7.05630072 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 399649 | 1 | < 0.1% |
| 1225411 | 1 | < 0.1% |
| 349503 | 1 | < 0.1% |
| 351228 | 1 | < 0.1% |
| 1264316 | 1 | < 0.1% |
| 803517 | 1 | < 0.1% |
| 875198 | 1 | < 0.1% |
| 1069759 | 1 | < 0.1% |
| 697025 | 1 | < 0.1% |
| 1278661 | 1 | < 0.1% |
| Other values (39776) | 39776 |
| Value | Count | Frequency (%) |
| 70699 | 1 | |
| 73673 | 1 | |
| 74724 | 1 | |
| 76583 | 1 | |
| 80353 | 1 | |
| 80364 | 1 | |
| 84914 | 1 | |
| 85483 | 1 | |
| 86999 | 1 | |
| 89243 | 1 |
| Value | Count | Frequency (%) |
| 1314167 | 1 | |
| 1313524 | 1 | |
| 1311748 | 1 | |
| 1311441 | 1 | |
| 1306957 | 1 | |
| 1306721 | 1 | |
| 1305201 | 1 | |
| 1305008 | 1 | |
| 1304956 | 1 | |
| 1304884 | 1 |
| Distinct | 885 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11231.36028 |
| Minimum | 500 |
|---|---|
| Maximum | 35000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 2400 |
| Q1 | 5500 |
| median | 10000 |
| Q3 | 15000 |
| 95-th percentile | 25000 |
| Maximum | 35000 |
| Range | 34500 |
| Interquartile range (IQR) | 9500 |
Descriptive statistics
| Standard deviation | 7464.542832 |
|---|---|
| Coefficient of variation (CV) | 0.664616097 |
| Kurtosis | 0.7631363906 |
| Mean | 11231.36028 |
| Median Absolute Deviation (MAD) | 5000 |
| Skewness | 1.057864295 |
| Sum | 446850900 |
| Variance | 55719399.69 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 2835 | 7.1% |
| 12000 | 2340 | 5.9% |
| 5000 | 2051 | 5.2% |
| 6000 | 1908 | 4.8% |
| 15000 | 1898 | 4.8% |
| 20000 | 1634 | 4.1% |
| 8000 | 1589 | 4.0% |
| 25000 | 1395 | 3.5% |
| 4000 | 1130 | 2.8% |
| 3000 | 1031 | 2.6% |
| Other values (875) | 21975 |
| Value | Count | Frequency (%) |
| 500 | 5 | < 0.1% |
| 700 | 1 | < 0.1% |
| 725 | 1 | < 0.1% |
| 750 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| 900 | 2 | < 0.1% |
| 950 | 1 | < 0.1% |
| 1000 | 301 | |
| 1050 | 4 | < 0.1% |
| 1075 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000 | 685 | |
| 34800 | 2 | < 0.1% |
| 34675 | 1 | < 0.1% |
| 34525 | 1 | < 0.1% |
| 34475 | 5 | < 0.1% |
| 34200 | 1 | < 0.1% |
| 34000 | 15 | < 0.1% |
| 33950 | 9 | < 0.1% |
| 33600 | 6 | < 0.1% |
| 33500 | 2 | < 0.1% |
| Distinct | 1042 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10958.72229 |
| Minimum | 500 |
|---|---|
| Maximum | 35000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 2400 |
| Q1 | 5400 |
| median | 9650 |
| Q3 | 15000 |
| 95-th percentile | 25000 |
| Maximum | 35000 |
| Range | 34500 |
| Interquartile range (IQR) | 9600 |
Descriptive statistics
| Standard deviation | 7194.076908 |
|---|---|
| Coefficient of variation (CV) | 0.6564704094 |
| Kurtosis | 0.9323844052 |
| Mean | 10958.72229 |
| Median Absolute Deviation (MAD) | 4650 |
| Skewness | 1.080266385 |
| Sum | 436003725 |
| Variance | 51754742.55 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 2743 | 6.9% |
| 12000 | 2250 | 5.7% |
| 5000 | 2040 | 5.1% |
| 6000 | 1898 | 4.8% |
| 15000 | 1787 | 4.5% |
| 8000 | 1576 | 4.0% |
| 20000 | 1463 | 3.7% |
| 25000 | 1138 | 2.9% |
| 4000 | 1127 | 2.8% |
| 3000 | 1023 | 2.6% |
| Other values (1032) | 22741 |
| Value | Count | Frequency (%) |
| 500 | 5 | < 0.1% |
| 700 | 1 | < 0.1% |
| 725 | 1 | < 0.1% |
| 750 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| 900 | 2 | < 0.1% |
| 950 | 1 | < 0.1% |
| 1000 | 302 | |
| 1050 | 5 | < 0.1% |
| 1075 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000 | 559 | |
| 34800 | 1 | < 0.1% |
| 34675 | 2 | < 0.1% |
| 34525 | 1 | < 0.1% |
| 34475 | 4 | < 0.1% |
| 34250 | 1 | < 0.1% |
| 34000 | 14 | < 0.1% |
| 33950 | 6 | < 0.1% |
| 33600 | 6 | < 0.1% |
| 33500 | 1 | < 0.1% |
funded_amnt_inv
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 8215 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10409.01868 |
| Minimum | 0 |
|---|---|
| Maximum | 35000 |
| Zeros | 129 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1875 |
| Q1 | 5000 |
| median | 8975 |
| Q3 | 14400 |
| 95-th percentile | 24750 |
| Maximum | 35000 |
| Range | 35000 |
| Interquartile range (IQR) | 9400 |
Descriptive statistics
| Standard deviation | 7135.760122 |
|---|---|
| Coefficient of variation (CV) | 0.6855362971 |
| Kurtosis | 1.055683004 |
| Mean | 10409.01868 |
| Median Absolute Deviation (MAD) | 4200 |
| Skewness | 1.104554929 |
| Sum | 414133217.2 |
| Variance | 50919072.52 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 1309 | 3.3% |
| 10000 | 1275 | 3.2% |
| 6000 | 1200 | 3.0% |
| 12000 | 1072 | 2.7% |
| 8000 | 902 | 2.3% |
| 4000 | 812 | 2.0% |
| 3000 | 804 | 2.0% |
| 15000 | 658 | 1.7% |
| 7000 | 600 | 1.5% |
| 2000 | 453 | 1.1% |
| Other values (8205) | 30701 |
| Value | Count | Frequency (%) |
| 0 | 129 | |
| 0.000121098 | 1 | < 0.1% |
| 0.000531133 | 1 | < 0.1% |
| 0.000654607 | 1 | < 0.1% |
| 0.001867696 | 1 | < 0.1% |
| 0.001963093 | 1 | < 0.1% |
| 0.001966974 | 1 | < 0.1% |
| 0.002251738 | 1 | < 0.1% |
| 0.002283598 | 1 | < 0.1% |
| 0.002373058 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000 | 135 | |
| 34997.35245 | 1 | < 0.1% |
| 34993.65539 | 1 | < 0.1% |
| 34993.32571 | 1 | < 0.1% |
| 34993.26306 | 1 | < 0.1% |
| 34993.19696 | 1 | < 0.1% |
| 34990.4308 | 1 | < 0.1% |
| 34987.98452 | 1 | < 0.1% |
| 34987.27101 | 1 | < 0.1% |
| 34977.34674 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| 36 months | |
|---|---|
| 60 months |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 397860 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 36 months |
|---|---|
| 2nd row | 60 months |
| 3rd row | 36 months |
| 4th row | 36 months |
| 5th row | 60 months |
Common Values
| Value | Count | Frequency (%) |
| 36 months | 29096 | |
| 60 months | 10690 | 26.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| months | 39786 | |
| 36 | 29096 | |
| 60 | 10690 | 13.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 79572 | ||
| 6 | 39786 | |
| m | 39786 | |
| o | 39786 | |
| n | 39786 | |
| t | 39786 | |
| h | 39786 | |
| s | 39786 | |
| 3 | 29096 | 7.3% |
| 0 | 10690 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 238716 | |
| Space Separator | 79572 | 20.0% |
| Decimal Number | 79572 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 39786 | |
| o | 39786 | |
| n | 39786 | |
| t | 39786 | |
| h | 39786 | |
| s | 39786 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 39786 | |
| 3 | 29096 | |
| 0 | 10690 | 13.4% |
Space Separator
| Value | Count | Frequency (%) |
| 79572 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 238716 | |
| Common | 159144 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 39786 | |
| o | 39786 | |
| n | 39786 | |
| t | 39786 | |
| h | 39786 | |
| s | 39786 |
Common
| Value | Count | Frequency (%) |
| 79572 | ||
| 6 | 39786 | |
| 3 | 29096 | 18.3% |
| 0 | 10690 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 397860 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 79572 | ||
| 6 | 39786 | |
| m | 39786 | |
| o | 39786 | |
| n | 39786 | |
| t | 39786 | |
| h | 39786 | |
| s | 39786 | |
| 3 | 29096 | 7.3% |
| 0 | 10690 | 2.7% |
| Distinct | 371 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.02787337 |
| Minimum | 5.42 |
|---|---|
| Maximum | 24.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 5.42 |
|---|---|
| 5-th percentile | 6.17 |
| Q1 | 9.25 |
| median | 11.86 |
| Q3 | 14.59 |
| 95-th percentile | 18.62 |
| Maximum | 24.59 |
| Range | 19.17 |
| Interquartile range (IQR) | 5.34 |
Descriptive statistics
| Standard deviation | 3.72746646 |
|---|---|
| Coefficient of variation (CV) | 0.3099023696 |
| Kurtosis | -0.4490431486 |
| Mean | 12.02787337 |
| Median Absolute Deviation (MAD) | 2.68 |
| Skewness | 0.2929699244 |
| Sum | 478540.97 |
| Variance | 13.89400621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.99 | 958 | 2.4% |
| 13.49 | 831 | 2.1% |
| 11.49 | 826 | 2.1% |
| 7.51 | 787 | 2.0% |
| 7.88 | 725 | 1.8% |
| 7.49 | 656 | 1.6% |
| 11.71 | 609 | 1.5% |
| 9.99 | 603 | 1.5% |
| 7.9 | 582 | 1.5% |
| 5.42 | 573 | 1.4% |
| Other values (361) | 32636 |
| Value | Count | Frequency (%) |
| 5.42 | 573 | |
| 5.79 | 410 | |
| 5.99 | 347 | |
| 6 | 18 | < 0.1% |
| 6.03 | 447 | |
| 6.17 | 252 | |
| 6.39 | 58 | 0.1% |
| 6.54 | 305 | |
| 6.62 | 396 | |
| 6.76 | 168 | 0.4% |
| Value | Count | Frequency (%) |
| 24.59 | 1 | < 0.1% |
| 24.4 | 1 | < 0.1% |
| 24.11 | 3 | < 0.1% |
| 23.91 | 11 | |
| 23.59 | 4 | < 0.1% |
| 23.52 | 9 | |
| 23.22 | 9 | |
| 23.13 | 9 | |
| 22.94 | 2 | < 0.1% |
| 22.85 | 8 |
| Distinct | 15405 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 324.7336375 |
| Minimum | 15.69 |
|---|---|
| Maximum | 1305.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 15.69 |
|---|---|
| 5-th percentile | 71.235 |
| Q1 | 167.08 |
| median | 280.61 |
| Q3 | 430.78 |
| 95-th percentile | 763.7525 |
| Maximum | 1305.19 |
| Range | 1289.5 |
| Interquartile range (IQR) | 263.7 |
Descriptive statistics
| Standard deviation | 208.9232116 |
|---|---|
| Coefficient of variation (CV) | 0.6433679407 |
| Kurtosis | 1.241388845 |
| Mean | 324.7336375 |
| Median Absolute Deviation (MAD) | 123.41 |
| Skewness | 1.126844554 |
| Sum | 12919852.5 |
| Variance | 43648.90835 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 311.11 | 68 | 0.2% |
| 180.96 | 59 | 0.1% |
| 311.02 | 54 | 0.1% |
| 150.8 | 48 | 0.1% |
| 368.45 | 46 | 0.1% |
| 372.12 | 45 | 0.1% |
| 330.76 | 43 | 0.1% |
| 339.31 | 42 | 0.1% |
| 301.6 | 41 | 0.1% |
| 317.72 | 41 | 0.1% |
| Other values (15395) | 39299 |
| Value | Count | Frequency (%) |
| 15.69 | 1 | |
| 16.08 | 1 | |
| 16.25 | 1 | |
| 16.31 | 1 | |
| 16.47 | 1 | |
| 19.87 | 1 | |
| 20.22 | 1 | |
| 21.25 | 1 | |
| 21.74 | 1 | |
| 21.81 | 1 |
| Value | Count | Frequency (%) |
| 1305.19 | 1 | < 0.1% |
| 1302.69 | 1 | < 0.1% |
| 1295.21 | 1 | < 0.1% |
| 1288.1 | 2 | < 0.1% |
| 1283.5 | 1 | < 0.1% |
| 1276.6 | 3 | |
| 1272.2 | 1 | < 0.1% |
| 1269.73 | 5 | |
| 1265.16 | 1 | < 0.1% |
| 1263.23 | 1 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| B | |
|---|---|
| A | |
| C | |
| D | |
| E | |
| Other values (2) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 39786 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | C |
| 5th row | B |
Common Values
| Value | Count | Frequency (%) |
| B | 12035 | |
| A | 10085 | |
| C | 8111 | |
| D | 5325 | |
| E | 2858 | 7.2% |
| F | 1054 | 2.6% |
| G | 318 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| b | 12035 | |
| a | 10085 | |
| c | 8111 | |
| d | 5325 | |
| e | 2858 | 7.2% |
| f | 1054 | 2.6% |
| g | 318 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 12035 | |
| A | 10085 | |
| C | 8111 | |
| D | 5325 | |
| E | 2858 | 7.2% |
| F | 1054 | 2.6% |
| G | 318 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 39786 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 12035 | |
| A | 10085 | |
| C | 8111 | |
| D | 5325 | |
| E | 2858 | 7.2% |
| F | 1054 | 2.6% |
| G | 318 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 39786 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 12035 | |
| A | 10085 | |
| C | 8111 | |
| D | 5325 | |
| E | 2858 | 7.2% |
| F | 1054 | 2.6% |
| G | 318 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39786 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 12035 | |
| A | 10085 | |
| C | 8111 | |
| D | 5325 | |
| E | 2858 | 7.2% |
| F | 1054 | 2.6% |
| G | 318 | 0.8% |
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| B3 | |
|---|---|
| A4 | |
| A5 | |
| B5 | |
| B4 | 2514 |
| Other values (30) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 79572 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B2 |
|---|---|
| 2nd row | C4 |
| 3rd row | C5 |
| 4th row | C1 |
| 5th row | B5 |
Common Values
| Value | Count | Frequency (%) |
| B3 | 2924 | 7.3% |
| A4 | 2886 | 7.3% |
| A5 | 2742 | 6.9% |
| B5 | 2709 | 6.8% |
| B4 | 2514 | 6.3% |
| C1 | 2142 | 5.4% |
| B2 | 2058 | 5.2% |
| C2 | 2014 | 5.1% |
| B1 | 1830 | 4.6% |
| A3 | 1810 | 4.5% |
| Other values (25) | 16157 |
Length
| Value | Count | Frequency (%) |
| b3 | 2924 | 7.3% |
| a4 | 2886 | 7.3% |
| a5 | 2742 | 6.9% |
| b5 | 2709 | 6.8% |
| b4 | 2514 | 6.3% |
| c1 | 2142 | 5.4% |
| b2 | 2058 | 5.2% |
| c2 | 2014 | 5.1% |
| b1 | 1830 | 4.6% |
| a3 | 1810 | 4.5% |
| Other values (25) | 16157 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 12035 | |
| A | 10085 | |
| 4 | 8304 | |
| 3 | 8233 | |
| C | 8111 | |
| 5 | 8085 | |
| 2 | 7920 | |
| 1 | 7244 | |
| D | 5325 | |
| E | 2858 | 3.6% |
| Other values (2) | 1372 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 39786 | |
| Decimal Number | 39786 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 12035 | |
| A | 10085 | |
| C | 8111 | |
| D | 5325 | |
| E | 2858 | 7.2% |
| F | 1054 | 2.6% |
| G | 318 | 0.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 8304 | |
| 3 | 8233 | |
| 5 | 8085 | |
| 2 | 7920 | |
| 1 | 7244 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 39786 | |
| Common | 39786 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 12035 | |
| A | 10085 | |
| C | 8111 | |
| D | 5325 | |
| E | 2858 | 7.2% |
| F | 1054 | 2.6% |
| G | 318 | 0.8% |
Common
| Value | Count | Frequency (%) |
| 4 | 8304 | |
| 3 | 8233 | |
| 5 | 8085 | |
| 2 | 7920 | |
| 1 | 7244 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79572 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 12035 | |
| A | 10085 | |
| 4 | 8304 | |
| 3 | 8233 | |
| C | 8111 | |
| 5 | 8085 | |
| 2 | 7920 | |
| 1 | 7244 | |
| D | 5325 | |
| E | 2858 | 3.6% |
| Other values (2) | 1372 | 1.7% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| 10+ years | |
|---|---|
| < 1 year | |
| 2 years | |
| 3 years | |
| 4 years | |
| Other values (6) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.535288795 |
| Min length | 6 |
Characters and Unicode
| Total characters | 299799 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10+ years |
|---|---|
| 2nd row | < 1 year |
| 3rd row | 10+ years |
| 4th row | 10+ years |
| 5th row | 1 year |
Common Values
| Value | Count | Frequency (%) |
| 10+ years | 9977 | |
| < 1 year | 4590 | |
| 2 years | 4394 | |
| 3 years | 4098 | |
| 4 years | 3444 | 8.7% |
| 5 years | 3286 | 8.3% |
| 1 year | 3247 | 8.2% |
| 6 years | 2231 | 5.6% |
| 7 years | 1775 | 4.5% |
| 8 years | 1485 | 3.7% |
Length
| Value | Count | Frequency (%) |
| years | 31949 | |
| 10 | 9977 | 11.9% |
| 1 | 7837 | 9.3% |
| year | 7837 | 9.3% |
| 4590 | 5.5% | |
| 2 | 4394 | 5.2% |
| 3 | 4098 | 4.9% |
| 4 | 3444 | 4.1% |
| 5 | 3286 | 3.9% |
| 6 | 2231 | 2.7% |
| Other values (3) | 4519 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 44376 | ||
| y | 39786 | |
| e | 39786 | |
| a | 39786 | |
| r | 39786 | |
| s | 31949 | |
| 1 | 17814 | |
| 0 | 9977 | 3.3% |
| + | 9977 | 3.3% |
| < | 4590 | 1.5% |
| Other values (8) | 21972 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 191093 | |
| Decimal Number | 49763 | 16.6% |
| Space Separator | 44376 | 14.8% |
| Math Symbol | 14567 | 4.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 17814 | |
| 0 | 9977 | |
| 2 | 4394 | 8.8% |
| 3 | 4098 | 8.2% |
| 4 | 3444 | 6.9% |
| 5 | 3286 | 6.6% |
| 6 | 2231 | 4.5% |
| 7 | 1775 | 3.6% |
| 8 | 1485 | 3.0% |
| 9 | 1259 | 2.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| y | 39786 | |
| e | 39786 | |
| a | 39786 | |
| r | 39786 | |
| s | 31949 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 9977 | |
| < | 4590 |
Space Separator
| Value | Count | Frequency (%) |
| 44376 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 191093 | |
| Common | 108706 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 44376 | ||
| 1 | 17814 | |
| 0 | 9977 | 9.2% |
| + | 9977 | 9.2% |
| < | 4590 | 4.2% |
| 2 | 4394 | 4.0% |
| 3 | 4098 | 3.8% |
| 4 | 3444 | 3.2% |
| 5 | 3286 | 3.0% |
| 6 | 2231 | 2.1% |
| Other values (3) | 4519 | 4.2% |
Latin
| Value | Count | Frequency (%) |
| y | 39786 | |
| e | 39786 | |
| a | 39786 | |
| r | 39786 | |
| s | 31949 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 299799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 44376 | ||
| y | 39786 | |
| e | 39786 | |
| a | 39786 | |
| r | 39786 | |
| s | 31949 | |
| 1 | 17814 | |
| 0 | 9977 | 3.3% |
| + | 9977 | 3.3% |
| < | 4590 | 1.5% |
| Other values (8) | 21972 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| RENT | |
|---|---|
| MORTGAGE | |
| OWN | |
| OTHER | 98 |
| NONE | 3 |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 5.705273212 |
| Min length | 3 |
Characters and Unicode
| Total characters | 226990 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RENT |
|---|---|
| 2nd row | RENT |
| 3rd row | RENT |
| 4th row | RENT |
| 5th row | RENT |
Common Values
| Value | Count | Frequency (%) |
| RENT | 18918 | |
| MORTGAGE | 17703 | |
| OWN | 3064 | 7.7% |
| OTHER | 98 | 0.2% |
| NONE | 3 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| rent | 18918 | |
| mortgage | 17703 | |
| own | 3064 | 7.7% |
| other | 98 | 0.2% |
| none | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 36722 | |
| R | 36719 | |
| T | 36719 | |
| G | 35406 | |
| N | 21988 | |
| O | 20868 | |
| M | 17703 | |
| A | 17703 | |
| W | 3064 | 1.3% |
| H | 98 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 226990 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 36722 | |
| R | 36719 | |
| T | 36719 | |
| G | 35406 | |
| N | 21988 | |
| O | 20868 | |
| M | 17703 | |
| A | 17703 | |
| W | 3064 | 1.3% |
| H | 98 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 226990 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 36722 | |
| R | 36719 | |
| T | 36719 | |
| G | 35406 | |
| N | 21988 | |
| O | 20868 | |
| M | 17703 | |
| A | 17703 | |
| W | 3064 | 1.3% |
| H | 98 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 226990 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 36722 | |
| R | 36719 | |
| T | 36719 | |
| G | 35406 | |
| N | 21988 | |
| O | 20868 | |
| M | 17703 | |
| A | 17703 | |
| W | 3064 | 1.3% |
| H | 98 | < 0.1% |
| Distinct | 5323 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68979.06676 |
| Minimum | 4000 |
|---|---|
| Maximum | 6000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 4000 |
|---|---|
| 5-th percentile | 24000 |
| Q1 | 40500 |
| median | 59000 |
| Q3 | 82342.5 |
| 95-th percentile | 142000 |
| Maximum | 6000000 |
| Range | 5996000 |
| Interquartile range (IQR) | 41842.5 |
Descriptive statistics
| Standard deviation | 63762.63452 |
|---|---|
| Coefficient of variation (CV) | 0.9243765902 |
| Kurtosis | 2303.219566 |
| Mean | 68979.06676 |
| Median Absolute Deviation (MAD) | 20000 |
| Skewness | 30.94133112 |
| Sum | 2744401150 |
| Variance | 4065673561 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 1507 | 3.8% |
| 50000 | 1060 | 2.7% |
| 40000 | 876 | 2.2% |
| 45000 | 834 | 2.1% |
| 30000 | 825 | 2.1% |
| 75000 | 814 | 2.0% |
| 65000 | 804 | 2.0% |
| 70000 | 737 | 1.9% |
| 48000 | 724 | 1.8% |
| 80000 | 663 | 1.7% |
| Other values (5313) | 30942 |
| Value | Count | Frequency (%) |
| 4000 | 1 | < 0.1% |
| 4080 | 1 | < 0.1% |
| 4200 | 2 | < 0.1% |
| 4800 | 4 | |
| 4888 | 1 | < 0.1% |
| 5000 | 1 | < 0.1% |
| 5500 | 1 | < 0.1% |
| 6000 | 5 | |
| 7000 | 1 | < 0.1% |
| 7200 | 4 |
| Value | Count | Frequency (%) |
| 6000000 | 1 | < 0.1% |
| 3900000 | 1 | < 0.1% |
| 2039784 | 1 | < 0.1% |
| 1900000 | 1 | < 0.1% |
| 1782000 | 1 | < 0.1% |
| 1440000 | 1 | < 0.1% |
| 1362000 | 1 | < 0.1% |
| 1250000 | 1 | < 0.1% |
| 1200000 | 4 | |
| 1176000 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| Not Verified | |
|---|---|
| Verified | |
| Source Verified |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 11.46393204 |
| Min length | 8 |
Characters and Unicode
| Total characters | 456104 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Verified |
|---|---|
| 2nd row | Source Verified |
| 3rd row | Not Verified |
| 4th row | Source Verified |
| 5th row | Source Verified |
Common Values
| Value | Count | Frequency (%) |
| Not Verified | 16926 | |
| Verified | 12844 | |
| Source Verified | 10016 |
Length
Pie chart
| Value | Count | Frequency (%) |
| verified | 39786 | |
| not | 16926 | |
| source | 10016 | 15.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 89588 | |
| i | 79572 | |
| r | 49802 | |
| V | 39786 | |
| f | 39786 | |
| d | 39786 | |
| o | 26942 | 5.9% |
| 26942 | 5.9% | |
| N | 16926 | 3.7% |
| t | 16926 | 3.7% |
| Other values (3) | 30048 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 362434 | |
| Uppercase Letter | 66728 | 14.6% |
| Space Separator | 26942 | 5.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 89588 | |
| i | 79572 | |
| r | 49802 | |
| f | 39786 | |
| d | 39786 | |
| o | 26942 | 7.4% |
| t | 16926 | 4.7% |
| u | 10016 | 2.8% |
| c | 10016 | 2.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 39786 | |
| N | 16926 | |
| S | 10016 | 15.0% |
Space Separator
| Value | Count | Frequency (%) |
| 26942 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 429162 | |
| Common | 26942 | 5.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 89588 | |
| i | 79572 | |
| r | 49802 | |
| V | 39786 | |
| f | 39786 | |
| d | 39786 | |
| o | 26942 | 6.3% |
| N | 16926 | 3.9% |
| t | 16926 | 3.9% |
| S | 10016 | 2.3% |
| Other values (2) | 20032 | 4.7% |
Common
| Value | Count | Frequency (%) |
| 26942 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 456104 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 89588 | |
| i | 79572 | |
| r | 49802 | |
| V | 39786 | |
| f | 39786 | |
| d | 39786 | |
| o | 26942 | 5.9% |
| 26942 | 5.9% | |
| N | 16926 | 3.7% |
| t | 16926 | 3.7% |
| Other values (3) | 30048 | 6.6% |
| Distinct | 55 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| Dec-11 | 2267 |
|---|---|
| Nov-11 | 2232 |
| Oct-11 | 2118 |
| Sep-11 | 2067 |
| Aug-11 | 1934 |
| Other values (50) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 238716 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Dec-11 |
|---|---|
| 2nd row | Dec-11 |
| 3rd row | Dec-11 |
| 4th row | Dec-11 |
| 5th row | Dec-11 |
Common Values
| Value | Count | Frequency (%) |
| Dec-11 | 2267 | 5.7% |
| Nov-11 | 2232 | 5.6% |
| Oct-11 | 2118 | 5.3% |
| Sep-11 | 2067 | 5.2% |
| Aug-11 | 1934 | 4.9% |
| Jul-11 | 1875 | 4.7% |
| Jun-11 | 1835 | 4.6% |
| May-11 | 1704 | 4.3% |
| Apr-11 | 1563 | 3.9% |
| Mar-11 | 1448 | 3.6% |
| Other values (45) | 20743 |
Length
| Value | Count | Frequency (%) |
| dec-11 | 2267 | 5.7% |
| nov-11 | 2232 | 5.6% |
| oct-11 | 2118 | 5.3% |
| sep-11 | 2067 | 5.2% |
| aug-11 | 1934 | 4.9% |
| jul-11 | 1875 | 4.7% |
| jun-11 | 1835 | 4.6% |
| may-11 | 1704 | 4.3% |
| apr-11 | 1563 | 3.9% |
| mar-11 | 1448 | 3.6% |
| Other values (45) | 20743 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 54978 | |
| - | 39786 | |
| 0 | 18065 | 7.6% |
| e | 10454 | 4.4% |
| u | 10292 | 4.3% |
| J | 9147 | 3.8% |
| c | 8381 | 3.5% |
| a | 8090 | 3.4% |
| p | 6488 | 2.7% |
| A | 6359 | 2.7% |
| Other values (18) | 66676 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79572 | |
| Decimal Number | 79572 | |
| Uppercase Letter | 39786 | |
| Dash Punctuation | 39786 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10454 | |
| u | 10292 | |
| c | 8381 | |
| a | 8090 | |
| p | 6488 | |
| n | 5666 | |
| r | 5532 | |
| o | 4176 | 5.2% |
| v | 4176 | 5.2% |
| t | 3939 | 5.0% |
| Other values (4) | 12378 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 9147 | |
| A | 6359 | |
| M | 5711 | |
| D | 4442 | |
| N | 4176 | |
| O | 3939 | |
| S | 3653 | 9.2% |
| F | 2359 | 5.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 54978 | |
| 0 | 18065 | 22.7% |
| 9 | 4716 | 5.9% |
| 8 | 1562 | 2.0% |
| 7 | 251 | 0.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 39786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 119358 | |
| Common | 119358 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10454 | 8.8% |
| u | 10292 | 8.6% |
| J | 9147 | 7.7% |
| c | 8381 | 7.0% |
| a | 8090 | 6.8% |
| p | 6488 | 5.4% |
| A | 6359 | 5.3% |
| M | 5711 | 4.8% |
| n | 5666 | 4.7% |
| r | 5532 | 4.6% |
| Other values (12) | 43238 |
Common
| Value | Count | Frequency (%) |
| 1 | 54978 | |
| - | 39786 | |
| 0 | 18065 | 15.1% |
| 9 | 4716 | 4.0% |
| 8 | 1562 | 1.3% |
| 7 | 251 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 238716 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 54978 | |
| - | 39786 | |
| 0 | 18065 | 7.6% |
| e | 10454 | 4.4% |
| u | 10292 | 4.3% |
| J | 9147 | 3.8% |
| c | 8381 | 3.5% |
| a | 8090 | 3.4% |
| p | 6488 | 2.7% |
| A | 6359 | 2.7% |
| Other values (18) | 66676 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| Fully Paid | |
|---|---|
| Charged Off | |
| Late (31-120 days) | 10 |
| Current | 3 |
| Default | 1 |
| Other values (2) | 2 |
Length
| Max length | 18 |
|---|---|
| Median length | 10 |
| Mean length | 10.14432212 |
| Min length | 7 |
Characters and Unicode
| Total characters | 403602 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Fully Paid |
|---|---|
| 2nd row | Charged Off |
| 3rd row | Fully Paid |
| 4th row | Fully Paid |
| 5th row | Fully Paid |
Common Values
| Value | Count | Frequency (%) |
| Fully Paid | 34108 | |
| Charged Off | 5662 | 14.2% |
| Late (31-120 days) | 10 | < 0.1% |
| Current | 3 | < 0.1% |
| Default | 1 | < 0.1% |
| Late (16-30 days) | 1 | < 0.1% |
| In Grace Period | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| paid | 34108 | |
| fully | 34108 | |
| charged | 5662 | 7.1% |
| off | 5662 | 7.1% |
| days | 11 | < 0.1% |
| late | 11 | < 0.1% |
| 31-120 | 10 | < 0.1% |
| current | 3 | < 0.1% |
| grace | 1 | < 0.1% |
| in | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 68217 | |
| 39794 | ||
| a | 39794 | |
| d | 39782 | |
| y | 34119 | |
| u | 34112 | |
| P | 34109 | |
| i | 34109 | |
| F | 34108 | |
| f | 11325 | 2.8% |
| Other values (23) | 34133 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 284163 | |
| Uppercase Letter | 79558 | 19.7% |
| Space Separator | 39794 | 9.9% |
| Decimal Number | 54 | < 0.1% |
| Open Punctuation | 11 | < 0.1% |
| Dash Punctuation | 11 | < 0.1% |
| Close Punctuation | 11 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 68217 | |
| a | 39794 | |
| d | 39782 | |
| y | 34119 | |
| u | 34112 | |
| i | 34109 | |
| f | 11325 | 4.0% |
| e | 5679 | 2.0% |
| r | 5670 | 2.0% |
| h | 5662 | 2.0% |
| Other values (6) | 5694 | 2.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 34109 | |
| F | 34108 | |
| C | 5665 | 7.1% |
| O | 5662 | 7.1% |
| L | 11 | < 0.1% |
| I | 1 | < 0.1% |
| G | 1 | < 0.1% |
| D | 1 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 3 | 11 | |
| 0 | 11 | |
| 2 | 10 | |
| 6 | 1 | 1.9% |
Space Separator
| Value | Count | Frequency (%) |
| 39794 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 11 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 363721 | |
| Common | 39881 | 9.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 68217 | |
| a | 39794 | |
| d | 39782 | |
| y | 34119 | |
| u | 34112 | |
| P | 34109 | |
| i | 34109 | |
| F | 34108 | |
| f | 11325 | 3.1% |
| e | 5679 | 1.6% |
| Other values (14) | 28367 |
Common
| Value | Count | Frequency (%) |
| 39794 | ||
| 1 | 21 | 0.1% |
| ( | 11 | < 0.1% |
| 3 | 11 | < 0.1% |
| - | 11 | < 0.1% |
| 0 | 11 | < 0.1% |
| ) | 11 | < 0.1% |
| 2 | 10 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 403602 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 68217 | |
| 39794 | ||
| a | 39794 | |
| d | 39782 | |
| y | 34119 | |
| u | 34112 | |
| P | 34109 | |
| i | 34109 | |
| F | 34108 | |
| f | 11325 | 2.8% |
| Other values (23) | 34133 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.0 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 39786 |
| Distinct | 823 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| 100xx | 597 |
|---|---|
| 945xx | 546 |
| 112xx | 517 |
| 606xx | 503 |
| 070xx | 473 |
| Other values (818) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 198930 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 55 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 860xx |
|---|---|
| 2nd row | 309xx |
| 3rd row | 606xx |
| 4th row | 917xx |
| 5th row | 972xx |
Common Values
| Value | Count | Frequency (%) |
| 100xx | 597 | 1.5% |
| 945xx | 546 | 1.4% |
| 112xx | 517 | 1.3% |
| 606xx | 503 | 1.3% |
| 070xx | 473 | 1.2% |
| 900xx | 453 | 1.1% |
| 021xx | 397 | 1.0% |
| 300xx | 395 | 1.0% |
| 926xx | 371 | 0.9% |
| 750xx | 368 | 0.9% |
| Other values (813) | 35166 |
Length
| Value | Count | Frequency (%) |
| 100xx | 597 | 1.5% |
| 945xx | 546 | 1.4% |
| 112xx | 517 | 1.3% |
| 606xx | 503 | 1.3% |
| 070xx | 473 | 1.2% |
| 900xx | 453 | 1.1% |
| 021xx | 397 | 1.0% |
| 300xx | 395 | 1.0% |
| 926xx | 371 | 0.9% |
| 750xx | 368 | 0.9% |
| Other values (813) | 35166 |
Most occurring characters
| Value | Count | Frequency (%) |
| x | 79572 | |
| 0 | 19803 | 10.0% |
| 1 | 15655 | 7.9% |
| 2 | 13610 | 6.8% |
| 9 | 12695 | 6.4% |
| 3 | 12381 | 6.2% |
| 7 | 10280 | 5.2% |
| 4 | 9137 | 4.6% |
| 5 | 9036 | 4.5% |
| 8 | 8691 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 119358 | |
| Lowercase Letter | 79572 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 19803 | |
| 1 | 15655 | |
| 2 | 13610 | |
| 9 | 12695 | |
| 3 | 12381 | |
| 7 | 10280 | |
| 4 | 9137 | |
| 5 | 9036 | |
| 8 | 8691 | |
| 6 | 8070 |
Lowercase Letter
| Value | Count | Frequency (%) |
| x | 79572 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 119358 | |
| Latin | 79572 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 19803 | |
| 1 | 15655 | |
| 2 | 13610 | |
| 9 | 12695 | |
| 3 | 12381 | |
| 7 | 10280 | |
| 4 | 9137 | |
| 5 | 9036 | |
| 8 | 8691 | |
| 6 | 8070 |
Latin
| Value | Count | Frequency (%) |
| x | 79572 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 198930 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| x | 79572 | |
| 0 | 19803 | 10.0% |
| 1 | 15655 | 7.9% |
| 2 | 13610 | 6.8% |
| 9 | 12695 | 6.4% |
| 3 | 12381 | 6.2% |
| 7 | 10280 | 5.2% |
| 4 | 9137 | 4.6% |
| 5 | 9036 | 4.5% |
| 8 | 8691 | 4.4% |
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| CA | |
|---|---|
| NY | |
| FL | |
| TX | |
| NJ | 1855 |
| Other values (45) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 79572 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AZ |
|---|---|
| 2nd row | GA |
| 3rd row | IL |
| 4th row | CA |
| 5th row | OR |
Common Values
| Value | Count | Frequency (%) |
| CA | 7105 | |
| NY | 3817 | 9.6% |
| FL | 2872 | 7.2% |
| TX | 2734 | 6.9% |
| NJ | 1855 | 4.7% |
| IL | 1525 | 3.8% |
| PA | 1519 | 3.8% |
| VA | 1408 | 3.5% |
| GA | 1399 | 3.5% |
| MA | 1344 | 3.4% |
| Other values (40) | 14208 |
Length
| Value | Count | Frequency (%) |
| ca | 7105 | |
| ny | 3817 | 9.6% |
| fl | 2872 | 7.2% |
| tx | 2734 | 6.9% |
| nj | 1855 | 4.7% |
| il | 1525 | 3.8% |
| pa | 1519 | 3.8% |
| va | 1408 | 3.5% |
| ga | 1399 | 3.5% |
| ma | 1344 | 3.4% |
| Other values (40) | 14208 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 15719 | |
| C | 10126 | |
| N | 7968 | |
| L | 5285 | 6.6% |
| M | 4720 | 5.9% |
| Y | 4227 | 5.3% |
| T | 3903 | 4.9% |
| O | 3455 | 4.3% |
| I | 3100 | 3.9% |
| F | 2872 | 3.6% |
| Other values (14) | 18197 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 79572 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 15719 | |
| C | 10126 | |
| N | 7968 | |
| L | 5285 | 6.6% |
| M | 4720 | 5.9% |
| Y | 4227 | 5.3% |
| T | 3903 | 4.9% |
| O | 3455 | 4.3% |
| I | 3100 | 3.9% |
| F | 2872 | 3.6% |
| Other values (14) | 18197 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 79572 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 15719 | |
| C | 10126 | |
| N | 7968 | |
| L | 5285 | 6.6% |
| M | 4720 | 5.9% |
| Y | 4227 | 5.3% |
| T | 3903 | 4.9% |
| O | 3455 | 4.3% |
| I | 3100 | 3.9% |
| F | 2872 | 3.6% |
| Other values (14) | 18197 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79572 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 15719 | |
| C | 10126 | |
| N | 7968 | |
| L | 5285 | 6.6% |
| M | 4720 | 5.9% |
| Y | 4227 | 5.3% |
| T | 3903 | 4.9% |
| O | 3455 | 4.3% |
| I | 3100 | 3.9% |
| F | 2872 | 3.6% |
| Other values (14) | 18197 |
dti
Real number (ℝ≥0)
| Distinct | 2868 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.31779395 |
| Minimum | 0 |
|---|---|
| Maximum | 29.99 |
| Zeros | 184 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.13 |
| Q1 | 8.18 |
| median | 13.41 |
| Q3 | 18.6 |
| 95-th percentile | 23.84 |
| Maximum | 29.99 |
| Range | 29.99 |
| Interquartile range (IQR) | 10.42 |
Descriptive statistics
| Standard deviation | 6.678300272 |
|---|---|
| Coefficient of variation (CV) | 0.5014569454 |
| Kurtosis | -0.8508298161 |
| Mean | 13.31779395 |
| Median Absolute Deviation (MAD) | 5.21 |
| Skewness | -0.02776106326 |
| Sum | 529861.75 |
| Variance | 44.59969452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 184 | 0.5% |
| 12 | 51 | 0.1% |
| 18 | 46 | 0.1% |
| 19.2 | 40 | 0.1% |
| 13.2 | 39 | 0.1% |
| 16.8 | 38 | 0.1% |
| 13.5 | 38 | 0.1% |
| 12.48 | 38 | 0.1% |
| 6 | 37 | 0.1% |
| 14.29 | 36 | 0.1% |
| Other values (2858) | 39239 |
| Value | Count | Frequency (%) |
| 0 | 184 | |
| 0.01 | 3 | < 0.1% |
| 0.02 | 5 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 3 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 5 | < 0.1% |
| 0.08 | 5 | < 0.1% |
| 0.09 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 29.99 | 1 | < 0.1% |
| 29.95 | 1 | < 0.1% |
| 29.93 | 3 | |
| 29.92 | 2 | |
| 29.89 | 1 | < 0.1% |
| 29.88 | 1 | < 0.1% |
| 29.86 | 2 | |
| 29.85 | 1 | < 0.1% |
| 29.83 | 1 | < 0.1% |
| 29.82 | 1 | < 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1465339567 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 35466 |
| Zeros (%) | 89.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4918260362 |
|---|---|
| Coefficient of variation (CV) | 3.356396342 |
| Kurtosis | 39.36795255 |
| Mean | 0.1465339567 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.019746389 |
| Sum | 5830 |
| Variance | 0.2418928499 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35466 | |
| 1 | 3309 | 8.3% |
| 2 | 688 | 1.7% |
| 3 | 221 | 0.6% |
| 4 | 62 | 0.2% |
| 5 | 22 | 0.1% |
| 6 | 10 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 35466 | |
| 1 | 3309 | 8.3% |
| 2 | 688 | 1.7% |
| 3 | 221 | 0.6% |
| 4 | 62 | 0.2% |
| 5 | 22 | 0.1% |
| 6 | 10 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 10 | < 0.1% |
| 5 | 22 | 0.1% |
| 4 | 62 | 0.2% |
| 3 | 221 | 0.6% |
| 2 | 688 | 1.7% |
| 1 | 3309 |
| Distinct | 526 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| Nov-98 | 371 |
|---|---|
| Oct-99 | 366 |
| Dec-98 | 349 |
| Oct-00 | 346 |
| Dec-97 | 329 |
| Other values (521) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 238716 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Jan-85 |
|---|---|
| 2nd row | Apr-99 |
| 3rd row | Nov-01 |
| 4th row | Feb-96 |
| 5th row | Jan-96 |
Common Values
| Value | Count | Frequency (%) |
| Nov-98 | 371 | 0.9% |
| Oct-99 | 366 | 0.9% |
| Dec-98 | 349 | 0.9% |
| Oct-00 | 346 | 0.9% |
| Dec-97 | 329 | 0.8% |
| Nov-99 | 320 | 0.8% |
| Nov-00 | 320 | 0.8% |
| Oct-98 | 307 | 0.8% |
| Sep-00 | 306 | 0.8% |
| Nov-97 | 299 | 0.8% |
| Other values (516) | 36473 |
Length
| Value | Count | Frequency (%) |
| nov-98 | 371 | 0.9% |
| oct-99 | 366 | 0.9% |
| dec-98 | 349 | 0.9% |
| oct-00 | 346 | 0.9% |
| dec-97 | 329 | 0.8% |
| nov-00 | 320 | 0.8% |
| nov-99 | 320 | 0.8% |
| oct-98 | 307 | 0.8% |
| sep-00 | 306 | 0.8% |
| nov-97 | 299 | 0.8% |
| Other values (516) | 36473 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 39786 | |
| 9 | 23398 | 9.8% |
| 0 | 19383 | 8.1% |
| e | 10564 | 4.4% |
| J | 9441 | 4.0% |
| u | 9319 | 3.9% |
| a | 9137 | 3.8% |
| 8 | 8477 | 3.6% |
| c | 8160 | 3.4% |
| n | 6374 | 2.7% |
| Other values (23) | 94677 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79572 | |
| Decimal Number | 79572 | |
| Uppercase Letter | 39786 | |
| Dash Punctuation | 39786 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10564 | |
| u | 9319 | |
| a | 9137 | |
| c | 8160 | |
| n | 6374 | |
| p | 6346 | |
| r | 5543 | |
| t | 4082 | 5.1% |
| o | 3937 | 4.9% |
| v | 3937 | 4.9% |
| Other values (4) | 12173 |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 23398 | |
| 0 | 19383 | |
| 8 | 8477 | 10.7% |
| 7 | 4829 | 6.1% |
| 4 | 4286 | 5.4% |
| 5 | 4211 | 5.3% |
| 6 | 4178 | 5.3% |
| 3 | 3793 | 4.8% |
| 1 | 3740 | 4.7% |
| 2 | 3277 | 4.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 9441 | |
| A | 6060 | |
| M | 5702 | |
| O | 4082 | |
| D | 4078 | |
| N | 3937 | |
| S | 3599 | 9.0% |
| F | 2887 | 7.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 39786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 119358 | |
| Common | 119358 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10564 | 8.9% |
| J | 9441 | 7.9% |
| u | 9319 | 7.8% |
| a | 9137 | 7.7% |
| c | 8160 | 6.8% |
| n | 6374 | 5.3% |
| p | 6346 | 5.3% |
| A | 6060 | 5.1% |
| M | 5702 | 4.8% |
| r | 5543 | 4.6% |
| Other values (12) | 42712 |
Common
| Value | Count | Frequency (%) |
| - | 39786 | |
| 9 | 23398 | |
| 0 | 19383 | |
| 8 | 8477 | 7.1% |
| 7 | 4829 | 4.0% |
| 4 | 4286 | 3.6% |
| 5 | 4211 | 3.5% |
| 6 | 4178 | 3.5% |
| 3 | 3793 | 3.2% |
| 1 | 3740 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 238716 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 39786 | |
| 9 | 23398 | 9.8% |
| 0 | 19383 | 8.1% |
| e | 10564 | 4.4% |
| J | 9441 | 4.0% |
| u | 9319 | 3.9% |
| a | 9137 | 3.8% |
| 8 | 8477 | 3.6% |
| c | 8160 | 3.4% |
| n | 6374 | 2.7% |
| Other values (23) | 94677 |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8690494144 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 19337 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.070069307 |
|---|---|
| Coefficient of variation (CV) | 1.231310083 |
| Kurtosis | 2.559164109 |
| Mean | 0.8690494144 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.389834879 |
| Sum | 34576 |
| Variance | 1.145048321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19337 | |
| 1 | 10986 | |
| 2 | 5824 | 14.6% |
| 3 | 3053 | 7.7% |
| 4 | 326 | 0.8% |
| 5 | 146 | 0.4% |
| 6 | 64 | 0.2% |
| 7 | 35 | 0.1% |
| 8 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19337 | |
| 1 | 10986 | |
| 2 | 5824 | 14.6% |
| 3 | 3053 | 7.7% |
| 4 | 326 | 0.8% |
| 5 | 146 | 0.4% |
| 6 | 64 | 0.2% |
| 7 | 35 | 0.1% |
| 8 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 15 | < 0.1% |
| 7 | 35 | 0.1% |
| 6 | 64 | 0.2% |
| 5 | 146 | 0.4% |
| 4 | 326 | 0.8% |
| 3 | 3053 | 7.7% |
| 2 | 5824 | 14.6% |
| 1 | 10986 | |
| 0 | 19337 |
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.294023023 |
| Minimum | 2 |
|---|---|
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 9 |
| Q3 | 12 |
| 95-th percentile | 17 |
| Maximum | 44 |
| Range | 42 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.399996911 |
|---|---|
| Coefficient of variation (CV) | 0.4734222091 |
| Kurtosis | 1.676570497 |
| Mean | 9.294023023 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.003459847 |
| Sum | 369772 |
| Variance | 19.35997282 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4025 | |
| 6 | 3954 | |
| 8 | 3944 | |
| 9 | 3727 | |
| 10 | 3227 | 8.1% |
| 5 | 3185 | 8.0% |
| 11 | 2750 | 6.9% |
| 4 | 2346 | 5.9% |
| 12 | 2279 | 5.7% |
| 13 | 1915 | 4.8% |
| Other values (30) | 8434 |
| Value | Count | Frequency (%) |
| 2 | 608 | 1.5% |
| 3 | 1496 | 3.8% |
| 4 | 2346 | |
| 5 | 3185 | |
| 6 | 3954 | |
| 7 | 4025 | |
| 8 | 3944 | |
| 9 | 3727 | |
| 10 | 3227 | |
| 11 | 2750 |
| Value | Count | Frequency (%) |
| 44 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 35 | 4 | |
| 34 | 5 | |
| 33 | 3 | |
| 32 | 4 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| 0 | |
|---|---|
| 1 | 2060 |
| 2 | 51 |
| 3 | 8 |
| 4 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 39786 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 37665 | |
| 1 | 2060 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 2 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 37665 | |
| 1 | 2060 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37665 | |
| 1 | 2060 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 39786 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37665 | |
| 1 | 2060 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 39786 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37665 | |
| 1 | 2060 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39786 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37665 | |
| 1 | 2060 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 2 | < 0.1% |
| Distinct | 21738 |
|---|---|
| Distinct (%) | 54.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13391.98391 |
| Minimum | 0 |
|---|---|
| Maximum | 149588 |
| Zeros | 996 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 321.25 |
| Q1 | 3704.25 |
| median | 8859.5 |
| Q3 | 17065 |
| 95-th percentile | 41677.5 |
| Maximum | 149588 |
| Range | 149588 |
| Interquartile range (IQR) | 13360.75 |
Descriptive statistics
| Standard deviation | 15894.63511 |
|---|---|
| Coefficient of variation (CV) | 1.186876807 |
| Kurtosis | 14.87369487 |
| Mean | 13391.98391 |
| Median Absolute Deviation (MAD) | 6035.5 |
| Skewness | 3.189403139 |
| Sum | 532813472 |
| Variance | 252639425.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 996 | 2.5% |
| 255 | 14 | < 0.1% |
| 298 | 14 | < 0.1% |
| 1 | 12 | < 0.1% |
| 682 | 11 | < 0.1% |
| 52 | 9 | < 0.1% |
| 798 | 9 | < 0.1% |
| 10 | 9 | < 0.1% |
| 346 | 9 | < 0.1% |
| 6 | 9 | < 0.1% |
| Other values (21728) | 38694 |
| Value | Count | Frequency (%) |
| 0 | 996 | |
| 1 | 12 | < 0.1% |
| 2 | 5 | < 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 9 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 149588 | 1 | |
| 149527 | 1 | |
| 149000 | 1 | |
| 148829 | 1 | |
| 148804 | 1 | |
| 147897 | 1 | |
| 147750 | 1 | |
| 147559 | 1 | |
| 147451 | 1 | |
| 147365 | 1 |
| Distinct | 1090 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.85812336 |
| Minimum | 0 |
|---|---|
| Maximum | 99.9 |
| Zeros | 980 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.7 |
| Q1 | 25.5 |
| median | 49.3 |
| Q3 | 72.4 |
| 95-th percentile | 93.5 |
| Maximum | 99.9 |
| Range | 99.9 |
| Interquartile range (IQR) | 46.9 |
Descriptive statistics
| Standard deviation | 28.31881886 |
|---|---|
| Coefficient of variation (CV) | 0.5796133153 |
| Kurtosis | -1.1033789 |
| Mean | 48.85812336 |
| Median Absolute Deviation (MAD) | 23.4 |
| Skewness | -0.03495265605 |
| Sum | 1943869.296 |
| Variance | 801.9555018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 980 | 2.5% |
| 0.2 | 63 | 0.2% |
| 63 | 62 | 0.2% |
| 40.7 | 59 | 0.1% |
| 0.1 | 58 | 0.1% |
| 66.7 | 58 | 0.1% |
| 31.2 | 57 | 0.1% |
| 66.6 | 57 | 0.1% |
| 70.4 | 57 | 0.1% |
| 46.4 | 57 | 0.1% |
| Other values (1080) | 38278 |
| Value | Count | Frequency (%) |
| 0 | 980 | |
| 0.01 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| 0.1 | 58 | 0.1% |
| 0.12 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.2 | 63 | 0.2% |
| 0.3 | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 99.9 | 26 | |
| 99.8 | 23 | |
| 99.7 | 31 | |
| 99.6 | 24 | |
| 99.5 | 24 | |
| 99.4 | 21 | |
| 99.3 | 30 | |
| 99.2 | 17 | |
| 99.1 | 30 | |
| 99 | 32 |
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.09030815 |
| Minimum | 2 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 13 |
| median | 20 |
| Q3 | 29 |
| 95-th percentile | 43 |
| Maximum | 90 |
| Range | 88 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.40162035 |
|---|---|
| Coefficient of variation (CV) | 0.5161367725 |
| Kurtosis | 0.6931800448 |
| Mean | 22.09030815 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.8273519184 |
| Sum | 878885 |
| Variance | 129.9969467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 1475 | 3.7% |
| 15 | 1465 | 3.7% |
| 17 | 1461 | 3.7% |
| 14 | 1449 | 3.6% |
| 20 | 1430 | 3.6% |
| 18 | 1423 | 3.6% |
| 21 | 1416 | 3.6% |
| 13 | 1388 | 3.5% |
| 19 | 1343 | 3.4% |
| 12 | 1327 | 3.3% |
| Other values (72) | 25609 |
| Value | Count | Frequency (%) |
| 2 | 4 | < 0.1% |
| 3 | 182 | 0.5% |
| 4 | 420 | 1.1% |
| 5 | 553 | |
| 6 | 684 | |
| 7 | 831 | |
| 8 | 1006 | |
| 9 | 1081 | |
| 10 | 1194 | |
| 11 | 1279 |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 87 | 1 | |
| 81 | 1 | |
| 80 | 1 | |
| 79 | 2 | |
| 78 | 1 | |
| 77 | 1 | |
| 76 | 2 | |
| 75 | 2 | |
| 74 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.0 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 39786 |
out_prncp
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2436520384 |
| Minimum | 0 |
|---|---|
| Maximum | 1974.73 |
| Zeros | 39770 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1974.73 |
| Range | 1974.73 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16.51972993 |
|---|---|
| Coefficient of variation (CV) | 67.80049961 |
| Kurtosis | 8602.865471 |
| Mean | 0.2436520384 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 87.30770026 |
| Sum | 9693.94 |
| Variance | 272.9014771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39770 | |
| 5.99 | 1 | < 0.1% |
| 156.66 | 1 | < 0.1% |
| 694.41 | 1 | < 0.1% |
| 77.23 | 1 | < 0.1% |
| 945.46 | 1 | < 0.1% |
| 496.25 | 1 | < 0.1% |
| 415.31 | 1 | < 0.1% |
| 1429.29 | 1 | < 0.1% |
| 1480.79 | 1 | < 0.1% |
| Other values (7) | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 39770 | |
| 5.99 | 1 | < 0.1% |
| 26.06 | 1 | < 0.1% |
| 77.23 | 1 | < 0.1% |
| 115.13 | 1 | < 0.1% |
| 156.66 | 1 | < 0.1% |
| 409.05 | 1 | < 0.1% |
| 415.31 | 1 | < 0.1% |
| 488.1 | 1 | < 0.1% |
| 488.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1974.73 | 1 | |
| 1480.79 | 1 | |
| 1429.29 | 1 | |
| 945.46 | 1 | |
| 694.41 | 1 | |
| 496.25 | 1 | |
| 490.88 | 1 | |
| 488.6 | 1 | |
| 488.1 | 1 | |
| 415.31 | 1 |
out_prncp_inv
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.243007842 |
| Minimum | 0 |
|---|---|
| Maximum | 1972.73 |
| Zeros | 39770 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1972.73 |
| Range | 1972.73 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16.48698512 |
|---|---|
| Coefficient of variation (CV) | 67.84548592 |
| Kurtosis | 8627.628325 |
| Mean | 0.243007842 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 87.43436316 |
| Sum | 9668.31 |
| Variance | 271.8206783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39770 | |
| 415.31 | 1 | < 0.1% |
| 77.23 | 1 | < 0.1% |
| 484.99 | 1 | < 0.1% |
| 1477.09 | 1 | < 0.1% |
| 1972.73 | 1 | < 0.1% |
| 945.46 | 1 | < 0.1% |
| 496.25 | 1 | < 0.1% |
| 5.99 | 1 | < 0.1% |
| 26.06 | 1 | < 0.1% |
| Other values (7) | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 39770 | |
| 5.99 | 1 | < 0.1% |
| 26.06 | 1 | < 0.1% |
| 77.23 | 1 | < 0.1% |
| 114.92 | 1 | < 0.1% |
| 156.66 | 1 | < 0.1% |
| 408.38 | 1 | < 0.1% |
| 415.31 | 1 | < 0.1% |
| 484.99 | 1 | < 0.1% |
| 487.89 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1972.73 | 1 | |
| 1477.09 | 1 | |
| 1429.29 | 1 | |
| 945.46 | 1 | |
| 681.96 | 1 | |
| 496.25 | 1 | |
| 488.1 | 1 | |
| 487.89 | 1 | |
| 484.99 | 1 | |
| 415.31 | 1 |
| Distinct | 37820 |
|---|---|
| Distinct (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12229.74916 |
| Minimum | 0 |
|---|---|
| Maximum | 58886.47343 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1891.43 |
| Q1 | 5583.267107 |
| median | 9934.743269 |
| Q3 | 16626.21851 |
| 95-th percentile | 30502.43109 |
| Maximum | 58886.47343 |
| Range | 58886.47343 |
| Interquartile range (IQR) | 11042.9514 |
Descriptive statistics
| Standard deviation | 9165.377882 |
|---|---|
| Coefficient of variation (CV) | 0.7494330231 |
| Kurtosis | 2.137515412 |
| Mean | 12229.74916 |
| Median Absolute Deviation (MAD) | 5052.34814 |
| Skewness | 1.371597465 |
| Sum | 486572800 |
| Variance | 84004151.73 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11196.56943 | 26 | 0.1% |
| 0 | 16 | < 0.1% |
| 10956.77596 | 16 | < 0.1% |
| 11784.23223 | 16 | < 0.1% |
| 5478.387981 | 15 | < 0.1% |
| 13148.13786 | 15 | < 0.1% |
| 5557.025543 | 13 | < 0.1% |
| 13435.90021 | 13 | < 0.1% |
| 13263.95464 | 12 | < 0.1% |
| 5598.284713 | 11 | < 0.1% |
| Other values (37810) | 39633 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 33.97 | 1 | < 0.1% |
| 35.9 | 1 | < 0.1% |
| 44.92 | 2 | < 0.1% |
| 44.96 | 1 | < 0.1% |
| 61.71 | 1 | < 0.1% |
| 62.86 | 1 | < 0.1% |
| 66.94 | 1 | < 0.1% |
| 67.32 | 1 | < 0.1% |
| 69.78 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58886.47343 | 1 | |
| 58563.67993 | 1 | |
| 58480.13992 | 1 | |
| 58133.3199 | 1 | |
| 58090.95207 | 1 | |
| 58071.19982 | 1 | |
| 58071.19977 | 1 | |
| 57997.27995 | 1 | |
| 57835.27991 | 1 | |
| 57143.25996 | 1 |
total_pymnt_inv
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 37555 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11643.38972 |
| Minimum | 0 |
|---|---|
| Maximum | 58563.68 |
| Zeros | 165 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1424.37 |
| Q1 | 5121.1525 |
| median | 9311.345 |
| Q3 | 15904.7975 |
| 95-th percentile | 29896.3675 |
| Maximum | 58563.68 |
| Range | 58563.68 |
| Interquartile range (IQR) | 10783.645 |
Descriptive statistics
| Standard deviation | 9068.751337 |
|---|---|
| Coefficient of variation (CV) | 0.7788755297 |
| Kurtosis | 2.189926957 |
| Mean | 11643.38972 |
| Median Absolute Deviation (MAD) | 4962.965 |
| Skewness | 1.388077605 |
| Sum | 463243903.4 |
| Variance | 82242250.81 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 165 | 0.4% |
| 6514.52 | 16 | < 0.1% |
| 5478.39 | 14 | < 0.1% |
| 13148.14 | 14 | < 0.1% |
| 11196.57 | 12 | < 0.1% |
| 10956.78 | 12 | < 0.1% |
| 6717.95 | 12 | < 0.1% |
| 5557.03 | 11 | < 0.1% |
| 7328.92 | 11 | < 0.1% |
| 13517.36 | 11 | < 0.1% |
| Other values (37545) | 39508 |
| Value | Count | Frequency (%) |
| 0 | 165 | |
| 0.54 | 1 | < 0.1% |
| 12.65 | 1 | < 0.1% |
| 18.97 | 1 | < 0.1% |
| 21.6 | 1 | < 0.1% |
| 25.18 | 1 | < 0.1% |
| 26.19 | 1 | < 0.1% |
| 33.97 | 1 | < 0.1% |
| 33.99 | 1 | < 0.1% |
| 35.9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58563.68 | 1 | |
| 58514.93 | 1 | |
| 58438.37 | 1 | |
| 58056.4 | 1 | |
| 57967.53 | 1 | |
| 57953.69 | 1 | |
| 57863.51 | 1 | |
| 57672.74 | 1 | |
| 57628.73 | 1 | |
| 57143.26 | 1 |
total_rec_prncp
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6920 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9855.330536 |
| Minimum | 0 |
|---|---|
| Maximum | 35000.02 |
| Zeros | 74 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1342.9175 |
| Q1 | 4620.91 |
| median | 8000 |
| Q3 | 14000 |
| 95-th percentile | 25000 |
| Maximum | 35000.02 |
| Range | 35000.02 |
| Interquartile range (IQR) | 9379.09 |
Descriptive statistics
| Standard deviation | 7143.226346 |
|---|---|
| Coefficient of variation (CV) | 0.7248083989 |
| Kurtosis | 1.120339938 |
| Mean | 9855.330536 |
| Median Absolute Deviation (MAD) | 4000 |
| Skewness | 1.127789978 |
| Sum | 392104180.7 |
| Variance | 51025682.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 2316 | 5.8% |
| 12000 | 1889 | 4.7% |
| 5000 | 1726 | 4.3% |
| 6000 | 1659 | 4.2% |
| 15000 | 1453 | 3.7% |
| 8000 | 1338 | 3.4% |
| 20000 | 1146 | 2.9% |
| 4000 | 964 | 2.4% |
| 3000 | 895 | 2.2% |
| 7000 | 861 | 2.2% |
| Other values (6910) | 25539 |
| Value | Count | Frequency (%) |
| 0 | 74 | |
| 21.21 | 1 | < 0.1% |
| 21.93 | 1 | < 0.1% |
| 22.24 | 1 | < 0.1% |
| 22.5 | 1 | < 0.1% |
| 24.87 | 1 | < 0.1% |
| 30.32 | 1 | < 0.1% |
| 32.51 | 1 | < 0.1% |
| 34.5 | 1 | < 0.1% |
| 35.14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000.02 | 2 | < 0.1% |
| 35000.01 | 1 | < 0.1% |
| 35000 | 417 | |
| 34999.99 | 7 | < 0.1% |
| 34999.98 | 1 | < 0.1% |
| 34999.97 | 1 | < 0.1% |
| 34997.12 | 1 | < 0.1% |
| 34800 | 1 | < 0.1% |
| 34675 | 1 | < 0.1% |
| 34525 | 1 | < 0.1% |
| Distinct | 35047 |
|---|---|
| Distinct (%) | 88.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2276.328632 |
| Minimum | 0 |
|---|---|
| Maximum | 23886.47 |
| Zeros | 71 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 186.57 |
| Q1 | 663.045 |
| median | 1352.805 |
| Q3 | 2845.5675 |
| 95-th percentile | 7615.6875 |
| Maximum | 23886.47 |
| Range | 23886.47 |
| Interquartile range (IQR) | 2182.5225 |
Descriptive statistics
| Standard deviation | 2632.387428 |
|---|---|
| Coefficient of variation (CV) | 1.156418011 |
| Kurtosis | 9.755509659 |
| Mean | 2276.328632 |
| Median Absolute Deviation (MAD) | 869.235 |
| Skewness | 2.679189534 |
| Sum | 90566010.94 |
| Variance | 6929463.573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 71 | 0.2% |
| 1196.57 | 26 | 0.1% |
| 514.52 | 19 | < 0.1% |
| 717.95 | 17 | < 0.1% |
| 1148.14 | 17 | < 0.1% |
| 1784.23 | 17 | < 0.1% |
| 956.78 | 17 | < 0.1% |
| 478.39 | 16 | < 0.1% |
| 1907.35 | 14 | < 0.1% |
| 632.21 | 13 | < 0.1% |
| Other values (35037) | 39559 |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 6.22 | 1 | < 0.1% |
| 6.27 | 1 | < 0.1% |
| 7.19 | 1 | < 0.1% |
| 7.2 | 2 | < 0.1% |
| 8.23 | 1 | < 0.1% |
| 9.34 | 1 | < 0.1% |
| 9.49 | 1 | < 0.1% |
| 9.58 | 2 | < 0.1% |
| 10.26 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23886.47 | 1 | |
| 23563.68 | 1 | |
| 23480.14 | 1 | |
| 23090.95 | 1 | |
| 23084.93 | 1 | |
| 23071.2 | 2 | |
| 22997.28 | 1 | |
| 22835.28 | 1 | |
| 22700.39 | 1 | |
| 22143.26 | 1 |
| Distinct | 1364 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.388346185 |
| Minimum | 0 |
|---|---|
| Maximum | 180.2 |
| Zeros | 37708 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 14.9400886 |
| Maximum | 180.2 |
| Range | 180.2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.397534781 |
|---|---|
| Coefficient of variation (CV) | 5.328307063 |
| Kurtosis | 102.7203214 |
| Mean | 1.388346185 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.475550177 |
| Sum | 55236.7413 |
| Variance | 54.72352084 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37708 | |
| 15 | 258 | 0.6% |
| 15.00000001 | 63 | 0.2% |
| 30 | 54 | 0.1% |
| 15.00000002 | 48 | 0.1% |
| 14.99999999 | 40 | 0.1% |
| 14.99999998 | 35 | 0.1% |
| 15.00000003 | 33 | 0.1% |
| 15.00000004 | 26 | 0.1% |
| 14.99999997 | 25 | 0.1% |
| Other values (1354) | 1496 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 37708 | |
| 0.01 | 1 | < 0.1% |
| 0.060799751 | 1 | < 0.1% |
| 0.073787104 | 1 | < 0.1% |
| 0.101704562 | 1 | < 0.1% |
| 0.139999999 | 1 | < 0.1% |
| 0.180082904 | 1 | < 0.1% |
| 0.18477362 | 1 | < 0.1% |
| 0.27 | 1 | < 0.1% |
| 0.302036553 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 180.2 | 1 | |
| 170.7600004 | 1 | |
| 166.4297107 | 1 | |
| 165.69 | 1 | |
| 146.6000003 | 1 | |
| 146.04 | 1 | |
| 134.0700007 | 1 | |
| 130.5970372 | 1 | |
| 130.47 | 1 | |
| 127.7878136 | 1 |
recoveries
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 4571 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.70172637 |
| Minimum | 0 |
|---|---|
| Maximum | 29623.35 |
| Zeros | 34186 |
| Zeros (%) | 85.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 378.2425 |
| Maximum | 29623.35 |
| Range | 29623.35 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 695.7286586 |
|---|---|
| Coefficient of variation (CV) | 7.194583641 |
| Kurtosis | 379.9767767 |
| Mean | 96.70172637 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.54855892 |
| Sum | 3847374.885 |
| Variance | 484038.3664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34186 | |
| 0.3 | 13 | < 0.1% |
| 1.8 | 10 | < 0.1% |
| 4.2 | 9 | < 0.1% |
| 1.2 | 9 | < 0.1% |
| 0.72 | 8 | < 0.1% |
| 2.4 | 8 | < 0.1% |
| 1.76 | 8 | < 0.1% |
| 1.15 | 8 | < 0.1% |
| 3.36 | 7 | < 0.1% |
| Other values (4561) | 5520 | 13.9% |
| Value | Count | Frequency (%) |
| 0 | 34186 | |
| 0.01 | 3 | < 0.1% |
| 0.02 | 3 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 5 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.06 | 5 | < 0.1% |
| 0.07 | 3 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 29623.35 | 1 | |
| 22943.37 | 1 | |
| 21811.73 | 1 | |
| 21110.86 | 1 | |
| 20008.4 | 1 | |
| 19916.78 | 1 | |
| 19508.26 | 1 | |
| 18694.79 | 1 | |
| 16503.12 | 1 | |
| 16268.35 | 1 |
collection_recovery_fee
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 2663 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.62538968 |
| Minimum | 0 |
|---|---|
| Maximum | 7002.19 |
| Zeros | 35958 |
| Zeros (%) | 90.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.364800002 |
| Maximum | 7002.19 |
| Range | 7002.19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 149.8555039 |
|---|---|
| Coefficient of variation (CV) | 11.86937653 |
| Kurtosis | 804.9632081 |
| Mean | 12.62538968 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.82250475 |
| Sum | 502313.7537 |
| Variance | 22456.67204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35958 | |
| 2 | 12 | < 0.1% |
| 1.2 | 10 | < 0.1% |
| 3.71 | 9 | < 0.1% |
| 2.02 | 8 | < 0.1% |
| 1.69 | 8 | < 0.1% |
| 1.88 | 8 | < 0.1% |
| 0.8 | 8 | < 0.1% |
| 1.6 | 8 | < 0.1% |
| 2.52 | 8 | < 0.1% |
| Other values (2653) | 3749 | 9.4% |
| Value | Count | Frequency (%) |
| 0 | 35958 | |
| 0.063 | 1 | < 0.1% |
| 0.074500001 | 1 | < 0.1% |
| 0.134799995 | 1 | < 0.1% |
| 0.1393 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.1952 | 1 | < 0.1% |
| 0.197899999 | 1 | < 0.1% |
| 0.200700001 | 1 | < 0.1% |
| 0.2147 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7002.19 | 1 | |
| 6972.59 | 1 | |
| 6543.04 | 1 | |
| 5774.8 | 1 | |
| 5602.72 | 1 | |
| 5569.92 | 1 | |
| 5216.74 | 1 | |
| 5036.01 | 1 | |
| 4902.08 | 1 | |
| 4900.75 | 1 |
| Distinct | 109 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.9 KiB |
| Mar-13 | 1097 |
|---|---|
| Dec-14 | 945 |
| May-13 | 907 |
| Feb-13 | 869 |
| Apr-13 | 851 |
| Other values (104) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 238716 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Jan-15 |
|---|---|
| 2nd row | Apr-13 |
| 3rd row | Jun-14 |
| 4th row | Jan-15 |
| 5th row | Jan-17 |
Common Values
| Value | Count | Frequency (%) |
| Mar-13 | 1097 | 2.8% |
| Dec-14 | 945 | 2.4% |
| May-13 | 907 | 2.3% |
| Feb-13 | 869 | 2.2% |
| Apr-13 | 851 | 2.1% |
| Mar-12 | 844 | 2.1% |
| Aug-12 | 832 | 2.1% |
| Aug-14 | 832 | 2.1% |
| Jan-14 | 832 | 2.1% |
| Oct-12 | 826 | 2.1% |
| Other values (99) | 30951 |
Length
| Value | Count | Frequency (%) |
| mar-13 | 1097 | 2.8% |
| dec-14 | 945 | 2.4% |
| may-13 | 907 | 2.3% |
| feb-13 | 869 | 2.2% |
| apr-13 | 851 | 2.1% |
| mar-12 | 844 | 2.1% |
| aug-14 | 832 | 2.1% |
| aug-12 | 832 | 2.1% |
| jan-14 | 832 | 2.1% |
| oct-12 | 826 | 2.1% |
| Other values (99) | 30951 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 44086 | |
| - | 39786 | |
| a | 10135 | 4.2% |
| e | 10093 | 4.2% |
| u | 9873 | 4.1% |
| J | 9548 | 4.0% |
| 3 | 9529 | 4.0% |
| 4 | 9269 | 3.9% |
| 2 | 8904 | 3.7% |
| c | 7129 | 3.0% |
| Other values (23) | 80364 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79572 | |
| Decimal Number | 79572 | |
| Uppercase Letter | 39786 | |
| Dash Punctuation | 39786 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 10135 | |
| e | 10093 | |
| u | 9873 | |
| c | 7129 | |
| r | 7003 | |
| p | 6346 | |
| n | 6176 | |
| t | 3437 | 4.3% |
| g | 3396 | 4.3% |
| l | 3372 | 4.2% |
| Other values (4) | 12612 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 44086 | |
| 3 | 9529 | 12.0% |
| 4 | 9269 | 11.6% |
| 2 | 8904 | 11.2% |
| 0 | 2544 | 3.2% |
| 5 | 2433 | 3.1% |
| 6 | 2084 | 2.6% |
| 9 | 559 | 0.7% |
| 8 | 137 | 0.2% |
| 7 | 27 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 9548 | |
| M | 7064 | |
| A | 6557 | |
| D | 3692 | 9.3% |
| O | 3437 | 8.6% |
| F | 3216 | 8.1% |
| S | 3185 | 8.0% |
| N | 3087 | 7.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 39786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 119358 | |
| Common | 119358 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 10135 | 8.5% |
| e | 10093 | 8.5% |
| u | 9873 | 8.3% |
| J | 9548 | 8.0% |
| c | 7129 | 6.0% |
| M | 7064 | 5.9% |
| r | 7003 | 5.9% |
| A | 6557 | 5.5% |
| p | 6346 | 5.3% |
| n | 6176 | 5.2% |
| Other values (12) | 39434 |
Common
| Value | Count | Frequency (%) |
| 1 | 44086 | |
| - | 39786 | |
| 3 | 9529 | 8.0% |
| 4 | 9269 | 7.8% |
| 2 | 8904 | 7.5% |
| 0 | 2544 | 2.1% |
| 5 | 2433 | 2.0% |
| 6 | 2084 | 1.7% |
| 9 | 559 | 0.5% |
| 8 | 137 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 238716 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 44086 | |
| - | 39786 | |
| a | 10135 | 4.2% |
| e | 10093 | 4.2% |
| u | 9873 | 4.1% |
| J | 9548 | 4.0% |
| 3 | 9529 | 4.0% |
| 4 | 9269 | 3.9% |
| 2 | 8904 | 3.7% |
| c | 7129 | 3.0% |
| Other values (23) | 80364 |
| Distinct | 35241 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2679.092793 |
| Minimum | 0 |
|---|---|
| Maximum | 36115.2 |
| Zeros | 75 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 311.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 41.9625 |
| Q1 | 218.0725 |
| median | 549.425 |
| Q3 | 3292.1225 |
| 95-th percentile | 12175.15 |
| Maximum | 36115.2 |
| Range | 36115.2 |
| Interquartile range (IQR) | 3074.05 |
Descriptive statistics
| Standard deviation | 4443.38302 |
|---|---|
| Coefficient of variation (CV) | 1.658540172 |
| Kurtosis | 8.886691235 |
| Mean | 2679.092793 |
| Median Absolute Deviation (MAD) | 455.41 |
| Skewness | 2.714116109 |
| Sum | 106590385.8 |
| Variance | 19743652.66 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 75 | 0.2% |
| 200 | 17 | < 0.1% |
| 50 | 15 | < 0.1% |
| 100 | 15 | < 0.1% |
| 400 | 12 | < 0.1% |
| 150 | 11 | < 0.1% |
| 275.74 | 11 | < 0.1% |
| 500 | 10 | < 0.1% |
| 276.06 | 9 | < 0.1% |
| 250 | 8 | < 0.1% |
| Other values (35231) | 39603 |
| Value | Count | Frequency (%) |
| 0 | 75 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.16 | 2 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 36115.2 | 1 | |
| 35613.68 | 1 | |
| 35596.41 | 1 | |
| 35479.89 | 1 | |
| 35471.86 | 1 | |
| 35395.59 | 1 | |
| 35339.05 | 1 | |
| 35337.09 | 1 | |
| 35322.96 | 1 | |
| 35322.6 | 1 |
| Distinct | 114 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.9 KiB |
| Jan-17 | |
|---|---|
| Oct-16 | |
| Dec-16 | 862 |
| Nov-16 | 727 |
| Mar-16 | 693 |
| Other values (109) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 238716 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Jan-17 |
|---|---|
| 2nd row | Oct-16 |
| 3rd row | Jan-17 |
| 4th row | Apr-16 |
| 5th row | Jan-17 |
Common Values
| Value | Count | Frequency (%) |
| Jan-17 | 10471 | |
| Oct-16 | 4498 | 11.3% |
| Dec-16 | 862 | 2.2% |
| Nov-16 | 727 | 1.8% |
| Mar-16 | 693 | 1.7% |
| Feb-13 | 638 | 1.6% |
| Apr-16 | 546 | 1.4% |
| Aug-16 | 525 | 1.3% |
| Feb-16 | 496 | 1.2% |
| Jul-16 | 482 | 1.2% |
| Other values (104) | 19848 |
Length
| Value | Count | Frequency (%) |
| jan-17 | 10471 | |
| oct-16 | 4498 | 11.3% |
| dec-16 | 862 | 2.2% |
| nov-16 | 727 | 1.8% |
| mar-16 | 693 | 1.7% |
| feb-13 | 638 | 1.6% |
| apr-16 | 546 | 1.4% |
| aug-16 | 525 | 1.3% |
| feb-16 | 496 | 1.2% |
| jul-16 | 482 | 1.2% |
| Other values (104) | 19848 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 41307 | |
| - | 39786 | |
| a | 16351 | 6.8% |
| J | 15921 | 6.7% |
| n | 13836 | 5.8% |
| 6 | 10541 | 4.4% |
| 7 | 10506 | 4.4% |
| c | 8719 | 3.7% |
| e | 6994 | 2.9% |
| O | 6101 | 2.6% |
| Other values (23) | 68654 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79572 | |
| Decimal Number | 79572 | |
| Uppercase Letter | 39786 | |
| Dash Punctuation | 39786 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 16351 | |
| n | 13836 | |
| c | 8719 | |
| e | 6994 | |
| t | 6101 | 7.7% |
| u | 6029 | 7.6% |
| r | 4348 | 5.5% |
| p | 4008 | 5.0% |
| o | 2370 | 3.0% |
| v | 2370 | 3.0% |
| Other values (4) | 8446 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 41307 | |
| 6 | 10541 | 13.2% |
| 7 | 10506 | 13.2% |
| 4 | 4949 | 6.2% |
| 5 | 4036 | 5.1% |
| 3 | 3947 | 5.0% |
| 2 | 3122 | 3.9% |
| 0 | 939 | 1.2% |
| 9 | 185 | 0.2% |
| 8 | 40 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 15921 | |
| O | 6101 | 15.3% |
| M | 4320 | 10.9% |
| A | 4080 | 10.3% |
| D | 2618 | 6.6% |
| N | 2370 | 6.0% |
| F | 2309 | 5.8% |
| S | 2067 | 5.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 39786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 119358 | |
| Common | 119358 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 16351 | |
| J | 15921 | |
| n | 13836 | |
| c | 8719 | 7.3% |
| e | 6994 | 5.9% |
| O | 6101 | 5.1% |
| t | 6101 | 5.1% |
| u | 6029 | 5.1% |
| r | 4348 | 3.6% |
| M | 4320 | 3.6% |
| Other values (12) | 30638 |
Common
| Value | Count | Frequency (%) |
| 1 | 41307 | |
| - | 39786 | |
| 6 | 10541 | 8.8% |
| 7 | 10506 | 8.8% |
| 4 | 4949 | 4.1% |
| 5 | 4036 | 3.4% |
| 3 | 3947 | 3.3% |
| 2 | 3122 | 2.6% |
| 0 | 939 | 0.8% |
| 9 | 185 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 238716 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 41307 | |
| - | 39786 | |
| a | 16351 | 6.8% |
| J | 15921 | 6.7% |
| n | 13836 | 5.8% |
| 6 | 10541 | 4.4% |
| 7 | 10506 | 4.4% |
| c | 8719 | 3.7% |
| e | 6994 | 2.9% |
| O | 6101 | 2.6% |
| Other values (23) | 68654 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 119358 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 39786 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 39786 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79572 | |
| . | 39786 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79572 | |
| Other Punctuation | 39786 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 79572 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 39786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 119358 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 79572 | |
| . | 39786 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 119358 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 79572 | |
| . | 39786 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| INDIVIDUAL |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 397860 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INDIVIDUAL |
|---|---|
| 2nd row | INDIVIDUAL |
| 3rd row | INDIVIDUAL |
| 4th row | INDIVIDUAL |
| 5th row | INDIVIDUAL |
Common Values
| Value | Count | Frequency (%) |
| INDIVIDUAL | 39786 |
Length
Pie chart
| Value | Count | Frequency (%) |
| individual | 39786 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 119358 | |
| D | 79572 | |
| N | 39786 | 10.0% |
| V | 39786 | 10.0% |
| U | 39786 | 10.0% |
| A | 39786 | 10.0% |
| L | 39786 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 397860 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 119358 | |
| D | 79572 | |
| N | 39786 | 10.0% |
| V | 39786 | 10.0% |
| U | 39786 | 10.0% |
| A | 39786 | 10.0% |
| L | 39786 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 397860 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 119358 | |
| D | 79572 | |
| N | 39786 | 10.0% |
| V | 39786 | 10.0% |
| U | 39786 | 10.0% |
| A | 39786 | 10.0% |
| L | 39786 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 397860 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 119358 | |
| D | 79572 | |
| N | 39786 | 10.0% |
| V | 39786 | 10.0% |
| U | 39786 | 10.0% |
| A | 39786 | 10.0% |
| L | 39786 | 10.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 119358 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 39786 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 39786 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79572 | |
| . | 39786 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79572 | |
| Other Punctuation | 39786 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 79572 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 39786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 119358 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 79572 | |
| . | 39786 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 119358 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 79572 | |
| . | 39786 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 39786 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 39786 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 39786 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39786 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 39786 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 39786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 39786 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 39786 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39786 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 39786 |
pub_rec_bankruptcies
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1678 |
| 0.04328583488961089 | 697 |
| 2.0 | 7 |
Length
| Max length | 19 |
|---|---|
| Median length | 3 |
| Mean length | 3.280299603 |
| Min length | 3 |
Characters and Unicode
| Total characters | 130510 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 37404 | |
| 1.0 | 1678 | 4.2% |
| 0.04328583488961089 | 697 | 1.8% |
| 2.0 | 7 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 37404 | |
| 1.0 | 1678 | 4.2% |
| 0.04328583488961089 | 697 | 1.8% |
| 2.0 | 7 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 78584 | |
| . | 39786 | |
| 8 | 3485 | 2.7% |
| 1 | 2375 | 1.8% |
| 4 | 1394 | 1.1% |
| 3 | 1394 | 1.1% |
| 9 | 1394 | 1.1% |
| 2 | 704 | 0.5% |
| 5 | 697 | 0.5% |
| 6 | 697 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 90724 | |
| Other Punctuation | 39786 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 78584 | |
| 8 | 3485 | 3.8% |
| 1 | 2375 | 2.6% |
| 4 | 1394 | 1.5% |
| 3 | 1394 | 1.5% |
| 9 | 1394 | 1.5% |
| 2 | 704 | 0.8% |
| 5 | 697 | 0.8% |
| 6 | 697 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 39786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 130510 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 78584 | |
| . | 39786 | |
| 8 | 3485 | 2.7% |
| 1 | 2375 | 1.8% |
| 4 | 1394 | 1.1% |
| 3 | 1394 | 1.1% |
| 9 | 1394 | 1.1% |
| 2 | 704 | 0.5% |
| 5 | 697 | 0.5% |
| 6 | 697 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 130510 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 78584 | |
| . | 39786 | |
| 8 | 3485 | 2.7% |
| 1 | 2375 | 1.8% |
| 4 | 1394 | 1.1% |
| 3 | 1394 | 1.1% |
| 9 | 1394 | 1.1% |
| 2 | 704 | 0.5% |
| 5 | 697 | 0.5% |
| 6 | 697 | 0.5% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 311.0 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 119358 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 39786 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 39786 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79572 | |
| . | 39786 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79572 | |
| Other Punctuation | 39786 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 79572 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 39786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 119358 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 79572 | |
| . | 39786 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 119358 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 79572 | |
| . | 39786 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| id | member_id | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_length | home_ownership | annual_inc | verification_status | issue_d | loan_status | pymnt_plan | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | inq_last_6mths | open_acc | pub_rec | revol_bal | revol_util | total_acc | initial_list_status | out_prncp | out_prncp_inv | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | last_credit_pull_d | collections_12_mths_ex_med | application_type | chargeoff_within_12_mths | delinq_amnt | pub_rec_bankruptcies | tax_liens | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1077501 | 1296599 | 5000 | 5000 | 4975.0 | 36 months | 10.65 | 162.87 | B | B2 | 10+ years | RENT | 24000.0 | Verified | Dec-11 | Fully Paid | n | 860xx | AZ | 27.65 | 0 | Jan-85 | 1 | 3 | 0 | 13648 | 83.7 | 9 | f | 0.0 | 0.0 | 5863.155187 | 5833.84 | 5000.00 | 863.16 | 0.00 | 0.00 | 0.00 | Jan-15 | 171.62 | Jan-17 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
| 1 | 1077430 | 1314167 | 2500 | 2500 | 2500.0 | 60 months | 15.27 | 59.83 | C | C4 | < 1 year | RENT | 30000.0 | Source Verified | Dec-11 | Charged Off | n | 309xx | GA | 1.00 | 0 | Apr-99 | 5 | 3 | 0 | 1687 | 9.4 | 4 | f | 0.0 | 0.0 | 1014.530000 | 1014.53 | 456.46 | 435.17 | 0.00 | 122.90 | 1.11 | Apr-13 | 119.66 | Oct-16 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
| 2 | 1077175 | 1313524 | 2400 | 2400 | 2400.0 | 36 months | 15.96 | 84.33 | C | C5 | 10+ years | RENT | 12252.0 | Not Verified | Dec-11 | Fully Paid | n | 606xx | IL | 8.72 | 0 | Nov-01 | 2 | 2 | 0 | 2956 | 98.5 | 10 | f | 0.0 | 0.0 | 3005.666844 | 3005.67 | 2400.00 | 605.67 | 0.00 | 0.00 | 0.00 | Jun-14 | 649.91 | Jan-17 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
| 3 | 1076863 | 1277178 | 10000 | 10000 | 10000.0 | 36 months | 13.49 | 339.31 | C | C1 | 10+ years | RENT | 49200.0 | Source Verified | Dec-11 | Fully Paid | n | 917xx | CA | 20.00 | 0 | Feb-96 | 1 | 10 | 0 | 5598 | 21.0 | 37 | f | 0.0 | 0.0 | 12231.890000 | 12231.89 | 10000.00 | 2214.92 | 16.97 | 0.00 | 0.00 | Jan-15 | 357.48 | Apr-16 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
| 4 | 1075358 | 1311748 | 3000 | 3000 | 3000.0 | 60 months | 12.69 | 67.79 | B | B5 | 1 year | RENT | 80000.0 | Source Verified | Dec-11 | Fully Paid | n | 972xx | OR | 17.94 | 0 | Jan-96 | 0 | 15 | 0 | 27783 | 53.9 | 38 | f | 0.0 | 0.0 | 4066.908161 | 4066.91 | 3000.00 | 1066.91 | 0.00 | 0.00 | 0.00 | Jan-17 | 67.30 | Jan-17 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
| 5 | 1075269 | 1311441 | 5000 | 5000 | 5000.0 | 36 months | 7.90 | 156.46 | A | A4 | 3 years | RENT | 36000.0 | Source Verified | Dec-11 | Fully Paid | n | 852xx | AZ | 11.20 | 0 | Nov-04 | 3 | 9 | 0 | 7963 | 28.3 | 12 | f | 0.0 | 0.0 | 5632.210000 | 5632.21 | 5000.00 | 632.21 | 0.00 | 0.00 | 0.00 | Jan-15 | 161.03 | Jan-16 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
| 6 | 1069639 | 1304742 | 7000 | 7000 | 7000.0 | 60 months | 15.96 | 170.08 | C | C5 | 8 years | RENT | 47004.0 | Not Verified | Dec-11 | Fully Paid | n | 280xx | NC | 23.51 | 0 | Jul-05 | 1 | 7 | 0 | 17726 | 85.6 | 11 | f | 0.0 | 0.0 | 10137.840010 | 10137.84 | 7000.00 | 3137.84 | 0.00 | 0.00 | 0.00 | May-16 | 1313.76 | Sep-16 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
| 7 | 1072053 | 1288686 | 3000 | 3000 | 3000.0 | 36 months | 18.64 | 109.43 | E | E1 | 9 years | RENT | 48000.0 | Source Verified | Dec-11 | Fully Paid | n | 900xx | CA | 5.35 | 0 | Jan-07 | 2 | 4 | 0 | 8221 | 87.5 | 4 | f | 0.0 | 0.0 | 3939.135294 | 3939.14 | 3000.00 | 939.14 | 0.00 | 0.00 | 0.00 | Jan-15 | 111.34 | Dec-14 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
| 8 | 1071795 | 1306957 | 5600 | 5600 | 5600.0 | 60 months | 21.28 | 152.39 | F | F2 | 4 years | OWN | 40000.0 | Source Verified | Dec-11 | Charged Off | n | 958xx | CA | 5.55 | 0 | Apr-04 | 2 | 11 | 0 | 5210 | 32.6 | 13 | f | 0.0 | 0.0 | 647.500000 | 647.50 | 162.02 | 294.94 | 0.00 | 190.54 | 2.09 | Apr-12 | 152.39 | Oct-16 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
| 9 | 1071570 | 1306721 | 5375 | 5375 | 5350.0 | 60 months | 12.69 | 121.45 | B | B5 | < 1 year | RENT | 15000.0 | Verified | Dec-11 | Charged Off | n | 774xx | TX | 18.08 | 0 | Sep-04 | 0 | 2 | 0 | 9279 | 36.5 | 3 | f | 0.0 | 0.0 | 1484.590000 | 1477.70 | 673.48 | 533.42 | 0.00 | 277.69 | 2.52 | Nov-12 | 121.45 | Dec-16 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.0 | 0.0 |
Last rows
| id | member_id | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_length | home_ownership | annual_inc | verification_status | issue_d | loan_status | pymnt_plan | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | inq_last_6mths | open_acc | pub_rec | revol_bal | revol_util | total_acc | initial_list_status | out_prncp | out_prncp_inv | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | last_credit_pull_d | collections_12_mths_ex_med | application_type | chargeoff_within_12_mths | delinq_amnt | pub_rec_bankruptcies | tax_liens | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39776 | 92666 | 92661 | 5000 | 5000 | 525.0 | 36 months | 9.33 | 159.77 | B | B3 | 2 years | MORTGAGE | 180000.0 | Not Verified | Jul-07 | Fully Paid | n | 530xx | WI | 11.93 | 0 | Feb-95 | 1 | 16 | 0 | 60568 | 39.2 | 38 | f | 0.0 | 0.0 | 5751.530533 | 603.91 | 5000.0 | 751.53 | 0.0 | 0.0 | 0.0 | Jul-10 | 161.55 | Jun-07 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |
| 39777 | 92552 | 92542 | 5000 | 5000 | 375.0 | 36 months | 9.96 | 161.25 | B | B5 | 4 years | MORTGAGE | 48000.0 | Not Verified | Jul-07 | Fully Paid | n | 333xx | FL | 8.03 | 0 | Aug-95 | 1 | 6 | 0 | 28329 | 48.6 | 6 | f | 0.0 | 0.0 | 5804.732505 | 435.36 | 5000.0 | 804.73 | 0.0 | 0.0 | 0.0 | Jul-10 | 162.07 | Jun-10 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |
| 39778 | 92533 | 92529 | 5000 | 5000 | 675.0 | 36 months | 11.22 | 164.23 | C | C4 | < 1 year | OWN | 80000.0 | Not Verified | Jul-07 | Fully Paid | n | 537xx | WI | 1.21 | 0 | Jul-96 | 3 | 15 | 1 | 27185 | 16.1 | 29 | f | 0.0 | 0.0 | 5912.052998 | 798.13 | 5000.0 | 912.05 | 0.0 | 0.0 | 0.0 | Jul-10 | 165.17 | Jun-07 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |
| 39779 | 92507 | 92502 | 5000 | 5000 | 250.0 | 36 months | 7.43 | 155.38 | A | A2 | 1 year | OWN | 85000.0 | Not Verified | Jul-07 | Fully Paid | n | 537xx | WI | 0.31 | 0 | Oct-97 | 0 | 7 | 0 | 216 | 0.6 | 19 | f | 0.0 | 0.0 | 5593.626092 | 279.68 | 5000.0 | 593.63 | 0.0 | 0.0 | 0.0 | Jul-10 | 156.29 | Jun-07 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |
| 39780 | 92402 | 92390 | 5000 | 5000 | 700.0 | 36 months | 8.70 | 158.30 | B | B1 | 5 years | MORTGAGE | 75000.0 | Not Verified | Jul-07 | Fully Paid | n | 804xx | CO | 15.55 | 0 | May-94 | 0 | 10 | 0 | 66033 | 23.0 | 29 | f | 0.0 | 0.0 | 5698.603286 | 797.80 | 5000.0 | 698.60 | 0.0 | 0.0 | 0.0 | Jul-10 | 159.83 | Nov-14 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |
| 39781 | 92187 | 92174 | 2500 | 2500 | 1075.0 | 36 months | 8.07 | 78.42 | A | A4 | 4 years | MORTGAGE | 110000.0 | Not Verified | Jul-07 | Fully Paid | n | 802xx | CO | 11.33 | 0 | Nov-90 | 0 | 13 | 0 | 7274 | 13.1 | 40 | f | 0.0 | 0.0 | 2822.969293 | 1213.88 | 2500.0 | 322.97 | 0.0 | 0.0 | 0.0 | Jul-10 | 80.90 | Jun-10 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |
| 39782 | 90665 | 90607 | 8500 | 8500 | 875.0 | 36 months | 10.28 | 275.38 | C | C1 | 3 years | RENT | 18000.0 | Not Verified | Jul-07 | Fully Paid | n | 274xx | NC | 6.40 | 1 | Dec-86 | 1 | 6 | 0 | 8847 | 26.9 | 9 | f | 0.0 | 0.0 | 9913.491822 | 1020.51 | 8500.0 | 1413.49 | 0.0 | 0.0 | 0.0 | Jul-10 | 281.94 | Jul-10 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |
| 39783 | 90395 | 90390 | 5000 | 5000 | 1325.0 | 36 months | 8.07 | 156.84 | A | A4 | < 1 year | MORTGAGE | 100000.0 | Not Verified | Jul-07 | Fully Paid | n | 017xx | MA | 2.30 | 0 | Oct-98 | 0 | 11 | 0 | 9698 | 19.4 | 20 | f | 0.0 | 0.0 | 5272.161128 | 1397.12 | 5000.0 | 272.16 | 0.0 | 0.0 | 0.0 | Apr-08 | 0.00 | Jun-07 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |
| 39784 | 90376 | 89243 | 5000 | 5000 | 650.0 | 36 months | 7.43 | 155.38 | A | A2 | < 1 year | MORTGAGE | 200000.0 | Not Verified | Jul-07 | Fully Paid | n | 208xx | MD | 3.72 | 0 | Nov-88 | 0 | 17 | 0 | 85607 | 0.7 | 26 | f | 0.0 | 0.0 | 5174.198551 | 672.66 | 5000.0 | 174.20 | 0.0 | 0.0 | 0.0 | Jan-08 | 0.00 | Jun-07 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |
| 39785 | 87023 | 86999 | 7500 | 7500 | 800.0 | 36 months | 13.75 | 255.43 | E | E2 | < 1 year | OWN | 22000.0 | Not Verified | Jun-07 | Fully Paid | n | 027xx | MA | 14.29 | 1 | Oct-03 | 0 | 7 | 0 | 4175 | 51.5 | 8 | f | 0.0 | 0.0 | 9195.263334 | 980.83 | 7500.0 | 1695.26 | 0.0 | 0.0 | 0.0 | Jun-10 | 256.59 | Jun-10 | 0.0 | INDIVIDUAL | 0.0 | 0 | 0.043286 | 0.0 |